@incollection{Zhao2015b,
 author = {Zhao, Wenyong and Liu, Hong},
 title = {An Image Forensic Technique Based on 2D Lighting Estimation Using Spherical Harmonic Frames},
 booktitle = {Computer Vision},
 publisher = {Springer Berlin Heidelberg},
 year = {2015},
 volume = {546},
 pages = {325--334}}

@inproceedings{Achimescu2015,
 author = {Achimescu, E. and Preda, R. O. and Vizireanu, N. and Pirnog, I.},
 title = {Multiple Point Android Digital Image Authentication},
 booktitle = {Proc. Int Signals, Circuits and Systems (ISSCS) Symp},
 year = {2015},
 pages = {1--4}}

@article{Agarwal2015,
 author = {Agarwal, Saurabh and Chand, Satish},
 title = {Image Forgery Detection Using Multi Scale Entropy Filter and Local Phase Quantization},
 journal = {I.J. Image, Graphics and Signal Processing},
 year = {2015}}

@article{Agarwal2015a,
 author = {Agarwal, Saurabh and Chand, Satish},
 title = {Anti-forensics of JPEG Images Using Interpolation},
 journal = {I.J. Image, Graphics and Signal Processing},
 year = {2015},
 volume = {12},
 pages = {10--17}}

@article{Ahmed2015,
 author = {Ahmed, Hanaa Mohsin and Salim, Sabaa Rakan},
 title = {A Method for Detect Forgery from Images},
 journal = {Eng.& Tech.Journal},
 year = {2015},
 volume = {33},
 number = {2}}

@article{Ahmed2015a,
 author = {Ahmed, Hanaa Mohsin and Salim, Sabaa Rakan},
 title = {Method for Detect and Extract Forgery from Images},
 journal = {Al - Mansour Journal},
 year = {2015}}

@inproceedings{Alanazi2015,
 author = {Alanazi, F. and Jones, A.},
 title = {The Value of Metadata in Digital Forensics},
 booktitle = {Proc. European Intelligence and Security Informatics Conf},
 year = {2015},
 pages = {182}}

@inproceedings{Alani2015,
 author = {Alani, A. and Al-Khanjari, Z.},
 title = {Detection Techniques of Digital Image Forgery by Using Images Metadata in Digital Investigation},
 booktitle = {Proc. of the Int. Academic Conf. on Law, Politics & Management},
 journal = {Al-Khanjari,},
 year = {2015}}

@inproceedings{Al-Ani2015,
 author = {Al-Ani, Mustafa and Khelifi, Fouad and Lawgaly, Ashref and Bouridane, Ahmed},
 title = {A Novel Image Filtering Approach for Sensor Fingerprint Estimation in Source Camera Identification},
 booktitle = {Proc. 12th IEEE Int Advanced Video and Signal Based Surveillance (AVSS) Conf},
 year = {2015},
 pages = {1--5}}

@article{Alfraih2015,
 author = {Alfraih, Areej S. and Briffa, Johann A. and Wesemeyer, Stephan},
 title = {Cloning Localization Approach Using K-means Clustering and Support Vector Machine},
 journal = {Journal of Electronic Imaging},
 year = {2015},
 volume = {24},
 number = {4},
 pages = {043019}}

@article{Alfraih2015a,
 author = {Alfraih, Areej S. and Briffa, Johann A. and Wesemeyer, Stephan},
 title = {Cloning Localization Based on Feature Extraction and K-means Clustering},
 journal = {Digital-Forensics and Watermarking},
 publisher = {Springer},
 year = {2015}}

@article{Al-Qershi2015,
 author = {Al-Qershi, Osamah M. and Khoo, Bee Ee},
 title = {Enhanced Matching Method for Copy-move Forgery Detection by Means of Zernike Moments},
 journal = {Digital-Forensics and Watermarking},
 publisher = {Springer},
 year = {2015}}

@article{Alsanussi2015,
 author = {Alsanussi, Reem A. and Shamardan, Hossam Eldeen and Mostafa and Mostafa, Sami M.},
 title = {Detection of Copy-move Forgery in Images Containing Flipped and Random-shaped Tampered Regions},
 journal = {Egyptian Computer Science Journal, ECS},
 year = {2015},
 volume = {36},
 number = {6},
 pages = {80--95}}

@article{Amerini2015b,
 author = {Amerini, Irene},
 title = {A Feature-based Forensic Procedure for Splicing Forgeries Detection},
 journal = {Mathematical Problems in Engineering},
 year = {2015},
 volume = {2015},
 number = {653164}}

@article{Amerini2015a,
 author = {Amerini, Irene and Becarelli, R. and Bertini, B. and Caldelli, R.},
 title = {Acquisition Source Identification through a Blind Image Classification},
 journal = {Image Processing, IET},
 year = {2015},
 volume = {9},
 number = {4},
 pages = {329--337}}

@article{Amerini2015,
 author = {Amerini, Irene and Caldelli, Roberto and Bimbo, Alberto Del and Fuccia, Andrea Di and Rizzo, Anna Paola and Saravo, Luigi},
 title = {Detection of Manipulations on Printed Images to Address Crime Scene Analysis: A Case Study},
 journal = {Forensic Science International},
 year = {2015}}

@incollection{Arbab-Zavar2015,
 author = {Arbab-Zavar, Banafshe and Wei, Xingjie and Bustard, John D. and Nixon, Mark S. and Li, Chang-Tsun},
 title = {On Forensic Use of Biometrics},
 booktitle = {Ho/Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-Blackwell},
 year = {2015},
 pages = {270--304}}

@article{Ardizzone2015a,
 author = {Ardizzone, Edoardo and Bruno, Arcangelo Ranieri. and Mazzola, Giuseppe},
 title = {Copy-move Forgery Detection by Matching Triangles of Keypoints},
 journal = {IEEE Transactions on Information Forensics and Security},
 year = {2015},
 volume = {10},
 number = {10},
 pages = {2084--2094}}

@incollection{Ardizzone2015,
 author = {Ardizzone, Edoardo and Mazzola, Giuseppe},
 title = {A Tool to Support the Creation of Datasets of Tampered Videos},
 booktitle = {Image Analysis and Processing — ICIAP 2015},
 publisher = {Springer},
 year = {2015},
 pages = {665--675}}

@inproceedings{ArunAnoop2015,
 author = {Arun Anoop, M.},
 title = {Image Forgery and Its Detection: A Survey},
 booktitle = {Proc. Int Innovations in Information, Embedded and Communication Systems (ICIIECS) Conf},
 year = {2015},
 pages = {1--9}}

@article{Arun2015,
 author = {Arun, Anusree and Vimala, A. and Joshya, Y. Camy and Murugan, C. Arul},
 title = {Adaptive Neuro Fuzzy Classifier Based Digital Image Forgery Detection Using Color Illumination},
 journal = {International Journal of Advanced Engineering and Global Technology},
 year = {2015},
 volume = {3},
 number = {2}}

@article{Bahrami2015,
 author = {Bahrami, K. and Kot, A. and Li, L. and Li, H.},
 title = {Blurred Image Splicing Localization by Exposing Blur Type Inconsistency},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2015},
 volume = {10},
 number = {99},
 pages = {999--1009}}

@inproceedings{Bahrami2015a,
 author = {Bahrami, K. and Kot, A. C.},
 title = {Image Splicing Localization Based on Blur Type Inconsistency},
 booktitle = {Proc. IEEE Int Circuits and Systems (ISCAS) Symp},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2015},
 pages = {1042--1045}}

@article{Barni2015,
 author = {Barni, Mauro and Fontani, Marco and Tondi, Benedetta},
 title = {Universal Counterforensics of Multiple Compressed JPEG Images},
 journal = {Digital-Forensics and Watermarking},
 publisher = {Springer},
 year = {2015}}

@article{Bartle2015,
 author = {Bartle, Anna and Langley, Andy},
 title = {Analysis of Photo Response Non-uniformity (PRNU)},
 journal = {Journal of Homicide and Major Incident},
 year = {2015},
 volume = {10},
 number = {2},
 pages = {45--57}}

@article{Bayram2015,
 author = {Bayram, Sevinc and Sencar, H. T. and Memon, N.},
 title = {Sensor Fingerprint Identification through Composite Fingerprints and Group Testing},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2015},
 volume = {10},
 number = {3},
 pages = {597--612}}

@inproceedings{Bennet2015,
 author = {Bennet, M. A. and Krishna, R. K. and Babu, G. S. and Jayavignesh, B. S.},
 title = {Performance analysis of forgery detection of JPEG image compression},
 booktitle = {Proc. Online Int. Conf. Green Engineering and Technologies (IC-GET)},
 year = {2015},
 pages = {1--12}}

@article{Bertini2015b,
 author = {Bertini, Flavio and Sharma, Rajesh and Iannì, Andrea and Montesi, Danilo},
 title = {Smartphone Verification and User Profiles Linking across Social Networks by Camera Fingerprinting},
 journal = {Digital Forensics and Cyber Crime},
 publisher = {Springer},
 year = {2015}}

@incollection{Bertini2015,
 author = {Bertini, Flavio and Sharma, Rajesh and Iannì, Andrea and Montesi, Danilo},
 title = {Smartphone Verification and User Profiles Linking across Social Networks by Camera Fingerprinting},
 booktitle = {Digital Forensics and Cyber Crime},
 publisher = {Springer International Publishing},
 year = {2015},
 volume = {157},
 pages = {176--186}}

@inproceedings{Bertini2015a,
 author = {Bertini, Flavio and Sharma, Rajesh and Iann\i, Andrea and Montesi, Danilo},
 title = {Profile Resolution across Multilayer Networks through Smartphone Camera Fingerprint},
 booktitle = {Proceedings of the 19th International Database Engineering &38, Applications Symposium},
 publisher = {ACM},
 year = {2015},
 pages = {23--32}}

@inproceedings{Bi2015,
 author = {Bi, Xiu-Li and Pun, Chi-Man and Yuan, Xiao-Chen},
 title = {Over-segmentation Based Image Forgery Detection},
 booktitle = {Proc of the International Conference on Electronic Science and Automation Control (ESAC 2015)},
 year = {2015}}

@incollection{Bianchi2015,
 author = {Bianchi, Tiziano and Piva, Alessandro},
 title = {Image and Video Processing History Recovery},
 booktitle = {Ho/Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-Blackwell},
 year = {2015},
 pages = {572--611}}

@inproceedings{Binnar2015,
 author = {Binnar, P. and Mane, V.},
 title = {Robust Technique of Localizing Blurred Image Splicing Based on Exposing Blur Type Inconsistency},
 booktitle = {Proc. Int. Conf. Applied and Theoretical Computing and Communication Technology (iCATccT)},
 year = {2015},
 pages = {398--402}}

@article{Blokhin2015,
 author = {Blokhin, Igor Nikolaevich and Ilchenko, Sergey Nikolaevich},
 title = {Fake As a Format of Modern Journalism: The Information Reliability Problem},
 journal = {Indian Journal of Science and Technology},
 year = {2015},
 volume = {8},
 number = {Special Issue 10}}

@article{Boaz2015,
 author = {Boaz, Too Kipyego and Prabhakar, C. J.},
 title = {Localization Overlaid Text Based on Noise Inconsistencies},
 journal = {Advanced Computational Intelligence: An International Journal},
 year = {2015}}

@book{Burger2015,
 author = {Burger, Wilhelm and Burge, Mark J.},
 title = {Digital Image Processing: An Algorithmic Introduction Using Java},
 publisher = {Springer},
 year = {2015},
 edition = {3rd}}

@inproceedings{Caldelli2015,
 author = {Caldelli, R. and Amerini, Irene and Costanzo, A.},
 title = {SIFT Match Removal and Keypoint Preservation through Dominant Orientation Shift},
 booktitle = {Proc. of the 23rd European Signal Processing Conference (EUSIPCO) 2015},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2015}}

@inproceedings{Cao2015c,
 author = {Cao, G. and Chen, Y. and Zong, G. and Chen, Y.},
 title = {Detection of copy-move forgery in digital image using locality preserving projections},
 booktitle = {Proc. 8th Int. Congress Image and Signal Processing (CISP)},
 year = {2015},
 pages = {599--603}}

@incollection{Cao2015b,
 author = {Cao, Gang and Wang, Yongbin and Zhao, Yao and Ni, Rongrong and Lin, Chunyu},
 title = {On the Security of Image Manipulation Forensics},
 booktitle = {Advances in Multimedia Information Processing - PCM 2015},
 journal = {Advances in Multimedia Information Processing -- PCM 2015},
 publisher = {Springer Science + Business Media},
 year = {2015},
 volume = {9314},
 pages = {97--105}}

@article{Cao2015a,
 author = {Cao, XiaoChun and Zhao, HanDong and Wang, Chuan and Zhang, Wei},
 title = {Image Composite Authentication Using a Single Shadow Observation},
 journal = {Science China Information Sciences},
 publisher = {Science China Press},
 year = {2015},
 pages = {1--13}}

@article{Cao2015,
 author = {Cao, Yanjun and Gao, Tiegang and Sheng, Guorui and Fan, Li and Gao, Lin},
 title = {A New Anti-forensic Scheme--hiding the Single JPEG Compression Trace for Digital Image.},
 journal = {J Forensic Sci},
 school = {College of Information Technical Science, Nankai University, No 94, Weijin Road, Tianjin, Nankai District, 300071, China.},
 year = {2015},
 volume = {60},
 number = {1},
 pages = {197--205}}

@inproceedings{Carnein2015,
 author = {Carnein, M. and Schöttle, P. and Böhme, R.},
 title = {Forensics of High-quality JPEG Images with Color Subsampling},
 booktitle = {Information Forensics and Security (WIFS), 2015 IEEE International Workshop on},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2015},
 pages = {1--6}}

@inproceedings{Carnein2015a,
 author = {Carnein, M. and Schöttle, P. and Böhme, R.},
 title = {Forensics of high-quality JPEG images with color subsampling},
 booktitle = {Proc. IEEE Int. Workshop Information Forensics and Security (WIFS)},
 year = {2015},
 pages = {1--6}}

@article{Carvalho2015a,
 author = {Carvalho, T. and Faria, F. A. and Pedrini, H. and Torres, R. S. and Rocha, A.},
 title = {Illuminant-based Transformed Spaces for Image Forensics},
 journal = {IEEE Transactions on Information Forensics and Security},
 year = {2015},
 volume = {PP},
 number = {99},
 pages = {1}}

@inproceedings{Carvalho2015,
 author = {Carvalho, Tiago and Farid, Hany and Kee, Eric},
 title = {Exposing Photo Manipulation from User-guided 3D Lighting Analysis},
 booktitle = {IS&T/SPIE Electronic Imaging},
 journal = {Proc. SPIE},
 year = {2015},
 volume = {9409},
 pages = {940902-940902-10}}

@article{Cattaneo2015,
 author = {Cattaneo, Giuseppe and Ferraro Petrillo, Umberto and Roscigno, Gianluca and Fusco, Carmine},
 title = {A PNU-based Technique to Detect Forged Regions in Digital Images},
 booktitle = {Advanced Concepts for Intelligent Vision Systems},
 journal = {Advanced Concepts for Intelligent Vision Systems},
 publisher = {Springer},
 year = {2015},
 volume = {9386},
 pages = {486--498}}

@inproceedings{Charpe2015,
 author = {Charpe, J. and Bhattacharya, A.},
 title = {Revealing Image Forgery through Image Manipulation Detection},
 booktitle = {Proc. Global Conf. Communication Technologies (GCCT)},
 year = {2015},
 pages = {723--727}}

@article{Chen2015b,
 author = {Chen, B. and Coatrieux, G. and Wu, J. and Dong, Z. and Coatrieux, J. and Shu, H.},
 title = {Fast Computation of Sliding Discrete Tchebichef Moments and Its Application in Duplicated Regions Detection},
 journal = {IEEE Transactions on Signal Processing},
 publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
 year = {2015},
 volume = {63},
 number = {20},
 pages = {5424--5436}}

@inproceedings{Chen2015a,
 author = {Chen, Chen and Stamm, M. C.},
 title = {Camera Model Identification Framework Using an Ensemble of Demosaicing Features},
 booktitle = {Information Forensics and Security (WIFS), 2015 IEEE International Workshop on},
 year = {2015},
 pages = {1--6}}

@article{Chen2015,
 author = {Chen, J. and Kang, X. and Liu, Y. and Wang, Z. J.},
 title = {Median Filtering Forensics Based on Convolutional Neural Networks},
 journal = {Signal Processing Letters, IEEE},
 year = {2015},
 volume = {22},
 number = {11},
 pages = {1849--1853}}

@incollection{Chen2015c,
 author = {Chen, Li M.},
 title = {Images, Videos, and Bigdata},
 booktitle = {Mathematical Problems in Data Science},
 publisher = {Springer},
 year = {2015}}

@article{Chen2015d,
 author = {Chen, Shengda and Tan, Shunquan and Li, Bin and Huang, Jiwu},
 title = {Automatic Detection of Object-based Forgery in Advanced Video},
 journal = {IEEE Transactions on Circuits and Systems for Video Technology},
 publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
 year = {2015},
 volume = {PP},
 number = {11},
 pages = {2138--2151}}

@article{Chiluka2015,
 author = {Chiluka, Praveen K. and Das, Sunil R. and Assaf, Mansour H. and Biswas, Satyendra N. and Morton, Scott and Petriu, Emil M. and Groza, Voicu},
 title = {Digital Wavelet Transform Based Image Forgery Detection Using Post -processing},
 journal = {Proc of SDPS 2015},
 year = {2015}}

@article{Christopher2015,
 author = {Christopher and Kovashka, Thomas Adriana},
 title = {Who’s behind the Camera? Identifying the Authorship of a Photograph},
 journal = {arXiv},
 year = {2015}}

@phdthesis{Chu2015a,
 author = {Chu, X.},
 title = {Fundamental Limits in Multimedia Forensics and Anti-forensics},
 school = {Faculty of the Graduate School of the University of Maryland},
 year = {2015}}

@article{Chu2015e,
 author = {Chu, X. and Chen, Y. and Stamm, M. and Liu, K.},
 title = {Information Theoretical Limit of Media Forensics: The Forensicability},
 journal = {IEEE Transactions on Information Forensics and Security},
 year = {2015},
 volume = {PP},
 number = {99},
 pages = {1}}

@article{Chu2015,
 author = {Chu, X. and Stamm, M. C. and Chen, Y. and Liu, K. J. R.},
 title = {On Antiforensic Concealability with Rate-distortion Tradeoff},
 journal = {Image Processing, IEEE Transactions on},
 year = {2015},
 volume = {24},
 number = {3},
 pages = {1087--1100}}

@inproceedings{Codreanu2015,
 author = {Codreanu, D. and Peninou, A. and Sedes, F.},
 title = {Video Spatio-Temporal Filtering Based on Cameras and Target Objects Trajectories -- Videosurveillance Forensic Framework},
 booktitle = {Proc. 10th Int Availability, Reliability and Security (ARES) Conf},
 year = {2015},
 pages = {611--617}}

@article{Conotter2015,
 author = {Conotter, V. and Comesana, P. and Perez-Gonzalez, F.},
 title = {Forensic Detection of Processing Operator Chains: Recovering the History of Filtered JPEG Images},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2015},
 number = {99}}

@article{Conotter2015a,
 author = {Conotter, V. and Comesaña, P. and Pérez-González, F.},
 title = {Forensic Detection of Processing Operator Chains: Recovering the History of Filtered JPEG Images},
 journal = {IEEE Transactions on Information Forensics and Security},
 year = {2015},
 volume = {10},
 number = {11},
 pages = {2257--2269}}

@electronic{SchweizerPresserat2015,
 author = {suisse de la presse Consiglio svizzero della stampa and Conseil, Schweizer Presserat},
 title = {Richtlinien Zur «erklärung Der Pflichten Und Rechte Der Journalistinnen Und Journalisten»},
 year = {2015}}

@inproceedings{Corripio2015,
 author = {Corripio, Jocelin Rosales and Orozco, Ana Lucila Sandoval and Villalba, Luis Javier García},
 title = {Unsupervised Classification of Mobile Device Images},
 booktitle = {ICIT 2015 The 7th International Conference on Information Technology},
 year = {2015}}

@inproceedings{Corripio2015a,
 author = {Corripio, Jocelin Rosales and Orozco, Ana Lucila Sandoval and Villalba, Luis Javier García},
 title = {New Technique of Forensic Analysis for Digital Cameras in Mobile Devices},
 booktitle = {Proc of the 7th International Conference on Information Technology ICIT},
 year = {2015}}

@inproceedings{Cozzolino2015,
 author = {Cozzolino, D. and Poggi, G. and Verdoliva, L.},
 title = {Splicebuster: A New Blind Image Splicing Detector},
 booktitle = {Information Forensics and Security (WIFS), 2015 IEEE International Workshop on},
 year = {2015},
 pages = {1--6}}

@article{Cozzolino2015a,
 author = {Cozzolino, D. and Poggi, G. and Verdoliva, L.},
 title = {Efficient Dense-field Copy-move Forgery Detection},
 journal = {IEEE Transactions on Information Forensics and Security},
 year = {2015}}

@inproceedings{DAmiano2015,
 author = {D'Amiano, L. and Cozzolino, D. and Poggi, G. and Verdoliva, L.},
 title = {Video Forgery Detection and Localization Based on 3D Patchmatch},
 booktitle = {Proc. IEEE Int Multimedia & Expo Workshops (ICMEW) Conf},
 year = {2015},
 pages = {1--6}}

@article{D’Amiano2015,
 author = {D’Amiano, L. and Cozzolino, D. and Poggi, G. and Verdoliva, L.},
 title = {Video Forgery Detection and Localization Based on 3D Patchmatch},
 journal = {Proc. IEEE Int Multimedia & Expo Workshops (ICMEW) Conf},
 year = {2015}}

@article{Dangale2015,
 author = {Dangale, P. and Amage, P. and Ubale, S. and Jadhav, D. and Gaikwad, G. M.},
 title = {Image Validation by Demosaicing},
 journal = {International Journal of Advanced Research in Computer and Communication Engineering},
 year = {2015},
 volume = {4},
 number = {4},
 pages = {118--121}}

@inproceedings{Dang-Nguyen2015,
 author = {Dang-Nguyen, Duc-Tien and Pasquini, Cecilia and Conotter, Valentina and Boato, Giulia},
 title = {Raise: A Raw Images Dataset for Digital Image Forensics},
 booktitle = {Proceedings of the 6th ACM Multimedia Systems Conference},
 publisher = {ACM},
 year = {2015},
 pages = {219--224}}

@article{Davarzani2015,
 author = {Davarzani, R. and Mozaffari, S. and Kh.Yaghmaie},
 title = {Image Authentication Using LBP-based Perceptual Image Hashing},
 journal = {Journal of AI and Data Mining},
 year = {2015}}

@article{DeRosa2015,
 author = {De Rosa, A. and Fontani, M. and Massai, M. and Piva, A. and Barni, Mauro},
 title = {Second-order Statistics Analysis to Cope with Contrast Enhancement Counter-forensics},
 journal = {Signal Processing Letters, IEEE},
 year = {2015},
 volume = {22},
 number = {8},
 pages = {1132--1136}}

@mastersthesis{Debiasi2015b,
 author = {Debiasi, Luca},
 title = {A Forensic Analysis of the CASIA-iris V4 Database},
 school = {Inst f. Angewandte Informatik an der Paris-Lodron-Universität Salzburg},
 year = {2015}}

@inproceedings{Debiasi2015,
 author = {Debiasi, Luca and Uhl, Andreas},
 title = {Blind Biometric Source Sensor Recognition Using Advanced PRNU Fingerprints},
 booktitle = {Proc. of the 23rd European Signal Processing Conference (EUSIPCO) 2015},
 year = {2015}}

@inproceedings{Debiasi2015a,
 author = {Debiasi, L. and Uhl, A.},
 title = {Techniques for a Forensic Analysis of the CASia-IRis V4 Database},
 booktitle = {Proc. Int Biometrics and Forensics (IWBF) Workshop},
 year = {2015},
 pages = {1--6}}

@article{Dhevana2015,
 author = {Dhevana, S. and Jayasri, C.},
 title = {A Bayesian Classifier Approach for Glcm Based Image Forgery Detection},
 journal = {International Journal of Engineering Research & Technology},
 year = {2015},
 volume = {4},
 number = {2}}

@article{Ding2015,
 author = {Ding, F. and Zhu, G. and Yang, J. and Xie, J. and Shi, Y. Q.},
 title = {Edge Perpendicular Binary Coding for USM Sharpening Detection},
 journal = {IEEE Signal Processing Letters},
 year = {2015},
 volume = {22},
 number = {3},
 pages = {327--331}}

@inproceedings{Ebrahimi2015,
 author = {Ebrahimi, Ali and Ibrahim, Subariah and Ghazizadeh, Eghbal and Alizadeh, Mojtaba},
 title = {Paint-doctored JPEG Image Forensics Based on Blocking Artifacts},
 booktitle = {Proc. Int Computing and Communication (IEMCON) Conf. and Workshop},
 year = {2015},
 pages = {1--5}}

@inproceedings{Ebrahimi2015a,
 author = {Ebrahimi, A. and Ibrahim, S. and Ghazizadeh, E. and Alizadeh, M.},
 title = {Paint-doctored JPEG image forensics based on blocking artifacts},
 booktitle = {Proc. Int. Conf. and Workshop Computing and Communication (IEMCON)},
 year = {2015},
 pages = {1--5}}

@article{Elwin2015,
 author = {Elwin, J. Granty Regina and Kousalya, G.},
 title = {Image Forgery Detection Using Multidimensional Spectral Hashing Based Polar Cosine Transform},
 journal = {Indian Journal of Science and Technology},
 year = {2015},
 volume = {8},
 number = {S9},
 pages = {128--139}}

@article{Emam2015a,
 author = {Emam, Mahmoud and Han, Qi and Niu, Xiamu},
 title = {PCET Based Copy-move Forgery Detection in Images under Geometric Transforms},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer US},
 year = {2015},
 pages = {1--15}}

@inproceedings{Emam2015,
 author = {Emam, Mahmoud and Han, Qi and Yu, Liyang and Zhang, Ye and Niu, Xiamu},
 title = {A Passive Technique for Detecting Copy-move Forgery with Rotation Based on Polar Complex Exponential Transform},
 booktitle = {Proc. SPIE 9631, Seventh International Conference on Digital Image Processing (ICDIP 2015)},
 journal = {Proc. SPIE},
 year = {2015},
 volume = {9631},
 pages = {963104-963104-6}}

@article{Fahmy2015a,
 author = {Fahmy, Gamal},
 title = {Integer DCT Convergence for JPEG-75 Forensics for Images},
 journal = {Journal of Information Assurance and Security},
 year = {2015},
 volume = {10},
 pages = {80--88}}

@inproceedings{Fahmy2015b,
 author = {Fahmy, G. and Alqallaf, A. and Wurtz, R.},
 title = {Phase based detection of JPEG counter forensics},
 booktitle = {Proc. and Systems (ICECS) 2015 IEEE Int. Conf. Electronics, Circuits},
 year = {2015},
 pages = {37--40}}

@inproceedings{Fahmy2015,
 author = {Fahmy, O. M.},
 title = {An Efficient Clustering Technique for Cameras Identification Using Sensor Pattern Noise},
 booktitle = {Proc. Int Systems, Signals and Image Processing (IWSSIP) Conf},
 year = {2015},
 pages = {249--252}}

@inproceedings{Fan2015b,
 author = {Fan, Jiayuan and Chen, Tao and Cao, Jiuwen},
 title = {Image Tampering Detection Using Noise Histogram Features},
 booktitle = {Proc. IEEE Int Digital Signal Processing (DSP) Conf},
 year = {2015},
 pages = {1044--1048}}

@phdthesis{Fan2015a,
 author = {Fan, Wei},
 title = {Towards Digital Image Anti-Forensics via Image RestorationVers l’anti-criminalistique en images numériques via la restauration d’images},
 school = {Université Grenoble Alpes},
 year = {2015}}

@inproceedings{Fan2015e,
 author = {Fan, W. and Wang, K. and Cayre, F.},
 title = {General-purpose Image Forensics Using Patch Likelihood under Image Statistical Models},
 booktitle = {Proc. IEEE Int Information Forensics and Security (WIFS) Workshop},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2015},
 pages = {1--6}}

@inproceedings{Fan2015f,
 author = {Fan, W. and Wang, K. and Cayre, F.},
 title = {General-purpose image forensics using patch likelihood under image statistical models},
 booktitle = {Proc. IEEE Int. Workshop Information Forensics and Security (WIFS)},
 year = {2015},
 pages = {1--6}}

@article{Fan2015,
 author = {Fan, W. and Wang, K. and Cayre, F. and Xiong, Z.},
 title = {Median Filtered Image Quality Enhancement and Anti-forensics Via Variational Deconvolution},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2015},
 volume = {10},
 number = {99},
 pages = {1076--1091}}

@article{Fan2015c,
 author = {Fan, W. and Wang, K. and Cayre, F. and Xiong, Z.},
 title = {Median Filtered Image Quality Enhancement and Anti-Forensics via Variational Deconvolution},
 journal = {#IEEE_J_IFS#},
 year = {2015},
 volume = {10},
 number = {5},
 pages = {1076--1091}}

@inproceedings{Fan2015d,
 author = {Fan, Yu and Carre, Philippe and Fernandez-Maloigne, Christine},
 title = {Image Splicing Detection with Local Illumination Estimation},
 booktitle = {Proc. IEEE Int Image Processing (ICIP) Conf},
 year = {2015},
 pages = {2940--2944}}

@incollection{Fang2015,
 author = {Fang, S. . J. . and Ge, H. . Y. .},
 title = {Chapter 65. Detecting Image Authenticity Based on Lambert Illumination Model and Shadows},
 booktitle = {Network Security and Communication Engineering},
 journal = {Network Security and Communication Engineering},
 publisher = {Informa UK Limited},
 year = {2015},
 pages = {313--316}}

@incollection{Farinella2015,
 author = {Farinella, Giovanni Maria and Giuffrida, M. V. and Digiacomo, V. and Battiato, Sebastiano},
 title = {On Blind Source Camera Identification},
 booktitle = {Advanced Concepts for Intelligent Vision Systems},
 journal = {Advanced Concepts for Intelligent Vision Systems},
 publisher = {Springer International Publishing},
 year = {2015},
 volume = {9386},
 pages = {464--473}}

@inproceedings{Ferrara2015,
 author = {Ferrara, P. and Fontani, M. and Bianchi, T. and De Rosa, A. and Piva, A. and Barni, Mauro},
 title = {Unsupervised Fusion for Forgery Localization Exploiting Background Information},
 booktitle = {Proc. IEEE Int Multimedia & Expo Workshops (ICMEW) Conf},
 year = {2015},
 pages = {1--6}}

@article{Ferreira2015,
 author = {Ferreira, Anselmo and Navarro, Luiz C. and Pinheiro, Giuliano and dos Santos, Jefersson A. and Rocha, Anderson},
 title = {Laser Printer Attribution: Exploring New Features and Beyond},
 journal = {Forensic Science International},
 publisher = {Elsevier BV},
 year = {2015},
 volume = {247},
 number = {0},
 pages = {105--125}}

@incollection{Fusheng2015,
 author = {Fusheng, Yang and Gao, Tiegang},
 title = {A Novel Image Splicing Forensic Algorithm Based on Generalized DCT Coefficient-pair Histogram},
 booktitle = {Advances in Image and Graphics Technologies},
 publisher = {Springer Berlin Heidelberg},
 year = {2015},
 volume = {525},
 pages = {63--71}}

@article{Gao2015,
 author = {Gao, Shang},
 title = {A Hybrid Approach for Camera-model Detection},
 journal = {International Journal of Security and Its Applications},
 year = {2015},
 volume = {9},
 number = {8}}

@article{Gatys2015,
 author = {Gatys, Leon A. and Ecker, Alexander S. and Bethge, Matthias},
 title = {A Neural Algorithm of Artistic Style},
 journal = {arXiv},
 year = {2015}}

@inproceedings{Ge2015,
 author = {Ge, Huayong and Fang, Shujuan},
 title = {Detecting Image Forgery Using Linear Constraints Based on Shading and Shadows},
 booktitle = {Proceedings of the International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) 2015},
 year = {2015},
 pages = {116--121}}

@article{Glumov2015,
 author = {Glumov, N. I. and Kuznetsov, A. V. and Myasnikov, V. V.},
 title = {Algorithms for Detection of Plain Copy-move Regions in Digital Images},
 journal = {Pattern Recognition and Image Analysis},
 publisher = {Pleiades Publishing},
 year = {2015},
 volume = {25},
 number = {3},
 pages = {423--429}}

@mastersthesis{Gubrud2015,
 author = {Gubrud, Aaron},
 title = {The Effect of Image Preprocessing Techniques and Varying JPEG Quality on the Identifiability of Digital Image Splicing Forgery},
 school = {Arizona State University},
 year = {2015}}

@inproceedings{Gupta2015,
 author = {Gupta, A. and Gupta, S. and Mehra, A.},
 title = {Video Authentication in Digital Forensic},
 booktitle = {Proc. Int Futuristic Trends Computational Analysis and Knowledge Management (ABLAZE) Conf},
 year = {2015},
 pages = {659--663}}

@inproceedings{Guerbuez2015,
 author = {Gürbüz, E. and Ulutaş, G. and Ulutaş, M.},
 title = {Rotation invariant copy move forgery detection method},
 booktitle = {Proc. 9th Int. Conf. Electrical and Electronics Engineering (ELECO)},
 year = {2015},
 pages = {202--206}}

@article{Hakimi2015,
 author = {Hakimi, Fahime and Hariri, Mahdi},
 title = {Image - Splicing Forgery Detection Based on Improved LBP and K-nearest Neighbors Algorithm},
 journal = {Electronics Information & Planning},
 year = {2015}}

@inproceedings{Hakimi2015a,
 author = {Hakimi, F. and Hariri, M. and GharehBaghi, F.},
 title = {Image Splicing Forgery Detection Using Local Binary Pattern and Discrete Wavelet Transform},
 booktitle = {Proc. 2nd Int. Conf. Knowledge-Based Engineering and Innovation (KBEI)},
 year = {2015},
 pages = {1074--1077}}

@inproceedings{Han2015,
 author = {Han, Hongli and Li, Yezhou and Niu, Shaozhang and Gong, Zhenzhen},
 title = {Tamper detection based on the consistency of quantization error caused by multiple JPEG compression},
 booktitle = {Proc. IEEE 16th Int. Conf. Communication Technology (ICCT)},
 year = {2015},
 pages = {314--319}}

@article{Hashem2015,
 author = {Hashem, Fatma Salman and Sulong, Ghazali},
 title = {Passive Aproaches for Detecting Image Tampering: A Review},
 journal = {Jurnal Teknologi},
 year = {2015},
 volume = {73},
 number = {2},
 pages = {31--36}}

@electronic{Hashmi2015a,
 author = {Hashmi, M. F. and Hambarde, A. and Keskar, A.},
 title = {Fast and Robust Copy-move Forgery Detection Using SURF and Wavelets},
 year = {2015}}

@article{Hashmi2015,
 author = {Hashmi, Mohammad Farukh and Keskar, Avinash G.},
 title = {Block and Fuzzy Techniques Based Forensic Tool for Detection Classification of Image Forgery},
 journal = {J Electr Eng Technol.},
 year = {2015},
 pages = {709--718}}

@inbook{Hel-Or2015,
 author = {Hel-Or, Hagit and Yerushalmy, Ido},
 title = {Camera-based Image Forgery Detection},
 booktitle = {Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-IEEE Press},
 year = {2015},
 pages = {704-}}

@inbook{Ho2015,
 author = {Ho, Anthony T. S. and Li, Shujun},
 title = {Digital Image Forensics with Statistical Analysis},
 booktitle = {Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-IEEE Press},
 year = {2015},
 pages = {704-}}

@inbook{Ho2015a,
 author = {Ho, Anthony T. S. and Li, Shujun},
 title = {Printer and Scanner Forensics},
 booktitle = {Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-IEEE Press},
 year = {2015},
 pages = {704-}}

@inbook{Ho2015b,
 author = {Ho, Anthony T. S. and Li, Shujun},
 title = {Digital Image Forensics with Statistical Analysis},
 booktitle = {Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-IEEE Press},
 year = {2015},
 pages = {704-}}

@inbook{Ho2015c,
 author = {Ho, Anthony T. S. and Li, Shujun},
 title = {Multimedia Analytics for Image Collection Forensics},
 booktitle = {Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-IEEE Press},
 year = {2015},
 pages = {704-}}

@inbook{Hoogeboom2015,
 author = {Hoogeboom, Bart and Alberink, Ivo and Vrijdag, Derk},
 title = {Photogrammetry in Digital Forensics},
 booktitle = {Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-IEEE Press},
 year = {2015},
 pages = {704-}}

@article{Hou2015,
 author = {Hou, Jun and Cheng, Yan},
 title = {Expose Spliced Photographic Basing on Boundary and Noise Features},
 journal = {IEICE TRANSACTIONS on Information and Systems},
 year = {2015},
 volume = {E98-D},
 number = {7}}

@inproceedings{Hsu2015,
 author = {Hsu, Chen-Ming and Lee, Jen-Chun and Chen, Wei-Kuei},
 title = {An Efficient Detection Algorithm for Copy-move Forgery},
 booktitle = {Proc. 10th Asia Joint Conf. Information Security (AsiaJCIS)},
 year = {2015},
 pages = {33--36}}

@article{Hu2015,
 author = {Hu, Wu-Chih and Dai, Jing-Siou and Jian, Jhih-Syuan},
 title = {Effective Composite Image Detection Method Based on Feature Inconsistency of Image Components},
 journal = {Digital Signal Processing},
 year = {2015},
 volume = {39},
 number = {0},
 pages = {50--62}}

@article{Huang2015a,
 author = {Huang, Deng-Yuan and Huang, Ching-Ning and Hu, Wu-Chih and Chou, Chih-Hung},
 title = {Robustness of Copy-move Forgery Detection under High JPEG Compression Artifacts},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer},
 year = {2015},
 pages = {1}}

@article{Huang2015,
 author = {Huang, Y. and Zhang, J. and Huang, H.},
 title = {Camera Model Identification with Unknown Models},
 journal = {IEEE Transactions on Information Forensics and Security},
 publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
 year = {2015},
 volume = {10},
 number = {12},
 pages = {2692--2704}}

@inproceedings{Huynh2015,
 author = {Huynh, Tu K. and Huynh, Khoa V. and Le-Tien, Thuong and Nguyen, Sy C.},
 title = {A Survey on Image Forgery Detection Techniques},
 booktitle = {Computing & Communication Technologies - Research, Innovation, and Vision for the Future (RIVF), 2015 IEEE RIVF International Conference on},
 year = {2015},
 pages = {71--76}}

@inproceedings{Huynh-Kha2015,
 author = {Huynh-Kha, T. and Le-Tien, T. and Viet-Uyen, S. Ha and Huynh-Van, K.},
 title = {The efficiency of applying DWT and feature extraction into copy-move images detection},
 booktitle = {Proc. Int. Conf. Advanced Technologies for Communications (ATC)},
 year = {2015},
 pages = {44--49}}

@article{Ibrahim2015,
 author = {Ibrahim, Rabha W. and Moghaddasi, Zahra and Jalab, Hamid A. and Noor, Rafidah Md},
 title = {Fractional Differential Texture Descriptors Based on the Machado Entropy for Image Splicing Detection},
 journal = {Entropy},
 year = {2015},
 volume = {17},
 number = {7},
 pages = {4775}}

@inproceedings{Isaac2015,
 author = {Isaac, Meera Mary and Wilscy, M.},
 title = {Copy-move Forgery Detection Based on Harris Corner Points and BRISK},
 booktitle = {Proceedings of the Third International Symposium on Women in Computing and Informatics},
 publisher = {ACM},
 year = {2015},
 pages = {394--399}}

@article{Isaac2015a,
 author = {Isaac, Meera Mary and Wilscy, M.},
 title = {Image Forgery Detection Based on Gabor Wavelets and Local Phase Quantization},
 journal = {Procedia Computer Science},
 year = {2015},
 volume = {58},
 pages = {76--83}}

@inproceedings{Iuliani2015,
 author = {Iuliani, M. and Fabbri, G. and Piva, A.},
 title = {Image Splicing Detection Based on General Perspective Constraints},
 booktitle = {Information Forensics and Security (WIFS), 2015 IEEE International Workshop on},
 year = {2015},
 pages = {1--6}}

@article{Jeong2015,
 author = {Jeong, Bo Gyu and Moon, Yong Ho and Eom, Il Kyu},
 title = {Blind Identification of Image Manipulation Type Using Mixed Statistical Moments},
 journal = {Journal of Electronic Imaging},
 year = {2015},
 volume = {24},
 number = {1},
 pages = {013029}}

@inproceedings{Joshi2015,
 author = {Joshi, V. and Jain, S.},
 title = {Tampering Detection in Digital Video - a Review of Temporal Fingerprints Based Techniques},
 booktitle = {Proc. 2nd Int Computing for Sustainable Global Development (INDIACom) Conf},
 year = {2015},
 pages = {1121--1124}}

@inproceedings{Julliand2015,
 author = {Julliand, T. and Nozick, V. and Talbot, H.},
 title = {Automated Image Splicing Detection from Noise Estimation in Raw Images},
 booktitle = {Proc. th Int Imaging for Crime Prevention and Detection (ICDP-15) Conf},
 year = {2015},
 pages = {1--6}}

@inproceedings{Julliand2015a,
 author = {Julliand, Thibaut and Nozick, Vincent and Talbot, Hugues},
 title = {Image Noise and Digital Image Forensics},
 booktitle = {IWDW},
 year = {2015}}

@article{Jung2015,
 author = {Jung, Dae-Jin and Hyun, Dai-Kyung and Lee, Heung-Kyu},
 title = {Recaptured Video Detection Based on Sensor Pattern Noise},
 journal = {EURASIP Journal on Image and Video Processing},
 publisher = {Springer},
 year = {2015},
 volume = {2015},
 number = {1},
 pages = {1}}

@inproceedings{Kalka2015,
 author = {Kalka, Nathan and Bartlow, Nick and Cukic, Bojan and Ross, Arun},
 title = {A Preliminary Study on Identifying Sensors from Iris Images},
 booktitle = {2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2015}}

@article{Kang2015a,
 author = {Kang, Xiangui and Liu, Jingxian and Liu, Hongmei and Wang, Z. Jane},
 title = {Forensics and Counter Anti-forensics of Video Inter-frame Forgery},
 journal = {Multimedia Tools and Applications},
 year = {2015},
 pages = {1--21}}

@inproceedings{Kang2015,
 author = {Kang, Xiangui and Qin, Tengfei and Zeng, Hui},
 title = {Countering Median Filtering Anti-forensics and Performance Evaluation of Forensics against Intentional Attacks},
 booktitle = {Proc. IEEE China Summit and Int Signal and Information Processing (ChinaSIP) Conf},
 year = {2015},
 pages = {483--487}}

@article{Karakuecuek2015,
 author = {Karaküçük, Ahmet and Dirik, Ahmet Emir},
 title = {Adaptive Photo-response Non-uniformity Noise Removal against Image Source Attribution},
 journal = {Digital Investigation},
 year = {2015},
 volume = {12},
 number = {0},
 pages = {66--76}}

@inproceedings{Karakuecuek2015a,
 author = {Karaküçük, Ahmet and Dirik, Ahmet E. and Sencar, Hüsrev T. and Memon, Nasir D.},
 title = {Recent Advances in Counter PRNU Based Source Attribution and Beyond},
 booktitle = {IS&T/SPIE Electronic Imaging},
 journal = {Proc. SPIE},
 year = {2015},
 volume = {9409},
 pages = {94090N-94090N-11}}

@inproceedings{Kashyap2015,
 author = {Kashyap, A. and Suresh, B. and Agrawal, M. and Gupta, H. and Joshi, S. D.},
 title = {Detection of Splicing Forgery Using Wavelet Decomposition},
 booktitle = {Proc. Int Computing, Communication Automation (ICCCA) Conf},
 year = {2015},
 pages = {843--848}}

@techreport{Kauba2015,
 author = {Kauba, Christof and Uhl, Andreas},
 title = {Fingerprint Recognition under the Influence of Image Sensor Ageing},
 school = {Department of Computer Sciences, University of Salzburg},
 year = {2015}}

@article{Kaur2015,
 author = {Kaur, Amaninder and Malhotra, Sheenam},
 title = {Passive Image Forensic Method to Detect Resampling Forgery in Digital Images},
 journal = {IOSR Journal of Computer Engineering (IOSR-JCE)},
 year = {2015},
 volume = {17},
 number = {3},
 pages = {47--52}}

@inproceedings{Kaur2015a,
 author = {Kaur, M. and Gupta, S.},
 title = {Evaluation of image forensic cues for fusion},
 booktitle = {Proc. Third Int. Conf. Image Information Processing (ICIIP)},
 year = {2015},
 pages = {301--305}}

@article{Kaushik2015,
 author = {Kaushik, Rajeev and Bajaj, Rakesh Kumar and Mathew, Jimson},
 title = {On Image Forgery Detection Using Two Dimensional Discrete Cosine Transform and Statistical Moments},
 journal = {Procedia Computer Science},
 year = {2015},
 volume = {70},
 pages = {130--136}}

@article{Ke2015,
 author = {Ke},
 title = {An Efficient Blind Detection Algorithm of Median Filtered Image},
 journal = {International Journal of Hybrid Information Technology},
 year = {2015},
 volume = {8},
 number = {1},
 pages = {181--192}}

@inproceedings{Kharboutly2015,
 author = {Kharboutly, Anas and , William Puech and Subsol, Gerard and Hoa, Denis},
 title = {Improving Sensor Noise Analysis for CT-scanner Identification},
 booktitle = {Proc. of the 23rd European Signal Processing Conference (EUSIPCO) 2015},
 year = {2015}}

@inproceedings{Kharboutly2015a,
 author = {Kharboutly, A. and Puech, W. and Subsol, G. and Hoa, D.},
 title = {Advanced Sensor Noise Analysis for CT-scanner Identification from Its 3D Images},
 booktitle = {Image Processing Theory, Tools and Applications (IPTA), 2015 International Conference on},
 year = {2015},
 pages = {325--330}}

@inproceedings{Khuspe2015,
 author = {Khuspe, Kalyani and Mane, Vanita},
 title = {Robust Image Forgery Localization and Recognition in Copy-move Using Bag of Features and SVM},
 booktitle = {Communication, Information & Computing Technology (ICCICT), 2015 International Conference on},
 year = {2015},
 pages = {1--5}}

@inproceedings{Kirchner2015,
 author = {Kirchner, Matthias},
 title = {Thinking beyond the Block: Block Matching for Copy--move Forgery Detection Revisited},
 booktitle = {IS&T/SPIE Electronic Imaging},
 year = {2015},
 volume = {9409},
 pages = {940903-940903-12}}

@article{Kohale2015,
 author = {Kohale, Tushant A. and Chede, S. D. and Lakhe, P. R.},
 title = {Forgery of Copy Move Image Detection Technique by Integrating Block and Feature Based Method},
 journal = {International Journal of Advanced Research in Computer and Communication Engineering},
 year = {2015},
 volume = {4},
 number = {1}}

@article{Koniuz2015,
 author = {Koniusz, Piotr and Cherian, Anoop},
 title = {Dictionary Learning and Sparse Coding for Third-order Super-symmetric Tensors},
 journal = {arxiv},
 year = {2015}}

@article{Koshy2015,
 author = {Koshy, Priya Ann and Nair, Kavitha N.},
 title = {Exposing Image Forgery through Contrast Enhancement},
 journal = {International Journal of Science and Research (IJSR)},
 year = {2015},
 volume = {4},
 number = {12},
 pages = {1044--1048}}

@article{Kovesi2015,
 author = {Kovesi, Peter},
 title = {Good Colour Maps: How to Design Them},
 journal = {arXiv:1509.03700},
 year = {2015}}

@inproceedings{Kraetzer2015,
 author = {Kraetzer, C. and Dittmann, J.},
 title = {Considerations on the Benchmarking of Media Forensics},
 booktitle = {Proc. 23rd European Signal Processing Conf. (EUSIPCO)},
 year = {2015},
 pages = {61--65}}

@incollection{Kraetzer2015a,
 author = {Kraetzer, Christian and Dittmann, Jana},
 title = {Microphone Forensics},
 booktitle = {Ho/Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-Blackwell},
 year = {2015},
 pages = {411--441}}

@inproceedings{Kulkarni2015,
 author = {Kulkarni, Nilambari and Mane, Vanita},
 title = {Source Camera Identification Using GLCM},
 booktitle = {Proc. IEEE Int. Advance Computing Conf. (IACC)},
 year = {2015},
 pages = {1242--1246}}

@article{Kumar2015,
 author = {Kumar, Sunil and Desai, J. V. and Mukherjee, Shaktidev},
 title = {Copy Move Forgery Detection in Contrast Variant Environment Using Binary DCT Vectors},
 journal = {I.J. Image, Graphics and Signal Processing},
 year = {2015},
 number = {6},
 pages = {38--44}}

@incollection{Lai2015,
 author = {Lai, Yun-Ni and Gao, Tie-Gang and Li, Jia-Xin and Sheng, Guo-Rui},
 title = {Forensic Detection of Median Filtering in Digital Images Using the Coefficient-pair Histogram of DCT Value and LBP Pattern},
 booktitle = {Intelligent Computing Theories and Methodologies},
 publisher = {Springer International Publishing},
 year = {2015},
 volume = {9225},
 pages = {421--432}}

@inproceedings{Lau2015,
 author = {Lau, Kwun-fung and Law, Ngai-fong and Siu, Wan-chi},
 title = {Use of Sensor Noise for Source Identification},
 booktitle = {Proc. Int Noise and Fluctuations (ICNF) Conf},
 publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
 year = {2015},
 pages = {1--6}}

@article{Lee2015b,
 author = {Lee, Jen-Chun},
 title = {Copy-move Image Forgery Detection Based on Gabor Magnitude},
 journal = {Journal of Visual Communication and Image Representation},
 year = {2015},
 volume = {31},
 pages = {320--334}}

@article{Lee2015,
 author = {Lee, Jen-Chun and Chang, Chien-Ping and Chen, Wei-Kuei},
 title = {Detection of Copy--move Image Forgery Using Histogram of Orientated Gradients},
 journal = {Information Sciences},
 year = {2015},
 number = {0},
 pages = {-}}

@inproceedings{Lee2015a,
 author = {Lee, Sang-Hyeong and Oh, Tae-Woo and Kim, Kibom and Lee, Hae-Yeoun},
 title = {Digital Camera Identification Using Sensor Pattern Noise},
 booktitle = {Proceedings of the Second International Conference on Information Security and Digital Forensics (ISDF2015)},
 year = {2015},
 pages = {30--35}}

@inproceedings{Leom2015,
 author = {Leom, M. D. and DOrazio, C. J. and Deegan, G. and Choo, K. K. R.},
 title = {Forensic Collection and Analysis of Thumbnails in Android},
 booktitle = {Proc. IEEE Trustcom/BigDataSE/ISPA},
 year = {2015},
 volume = {1},
 pages = {1059--1066}}

@inproceedings{Lepsoy2015,
 author = {Lepsoy, J. and Kim, S. and Atnafu, D. and Kim, H. J.},
 title = {Metadata protection scheme for JPEG privacy security using hierarchical and group-based models},
 booktitle = {Proc. 5th Int. Conf. Information Communication Technology and Accessibility (ICTA)},
 year = {2015},
 pages = {1--5}}

@incollection{Le-Tien2015,
 author = {Le-Tien, Thuong and Huynh-Ngoc, Tan and Huynh-Kha, Tu and Marie, Luong},
 title = {Zernike Moment-based Approach for Detecting Duplicated Image Regions by a Modified Method to Reduce Geometrical and Numerical Errors},
 booktitle = {Computational Science and Its Applications -- ICCSA 2015},
 publisher = {Springer International Publishing},
 year = {2015},
 volume = {9158},
 pages = {458--475}}

@article{Li2015g,
 author = {Li, B. and Ng, T. T. and Li, X. and Tan, S. and Huang, J.},
 title = {Statistical Model of JPEG Noises and Its Application in Quantization Step Estimation},
 journal = {IEEE Transactions on Image Processing},
 year = {2015},
 volume = {24},
 number = {5},
 pages = {1471--1484}}

@article{Li2015a,
 author = {Li, Bin and Ng, Tian-Tsong and Li, Xiaolong and Tan, Shunquan and Huang, Jiwu},
 title = {Revealing the Trace of High-quality JPEG Compression through Quantization Noise Analysis},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2015},
 volume = {10},
 number = {3},
 pages = {558--573}}

@incollection{Li2015c,
 author = {Li, Ce and Ma, Qiang and Xiao, Limei and Li, Ming and Zhang, Aihua},
 title = {Image Splicing Detection Based on Markov Features in Qdct Domain},
 booktitle = {Intelligent Computing Theories and Methodologies},
 journal = {Advanced Intelligent Computing Theories and Applications},
 publisher = {Springer International Publishing},
 year = {2015},
 volume = {9226},
 pages = {170--176}}

@article{Li2015,
 author = {Li, Jian and Li, Xiaolong and Yang, Bin and Sun, Xingming},
 title = {Segmentation-based Image Copy-move Forgery Detection Scheme},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2015},
 volume = {10},
 number = {3},
 pages = {507--518}}

@inproceedings{Li2015i,
 author = {Li, J. and Zhao, Y. and Ni, R.},
 title = {Detection of Seam Carving and Contrast Enhancement Operation Chain},
 booktitle = {Proc. Int. Conf. Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP)},
 year = {2015},
 pages = {235--238}}

@inproceedings{Li2015f,
 author = {Li, R. and Kotropoulos, C. and Li, C. T. and Guan, Y.},
 title = {Random Subspace Method for Source Camera Identification},
 booktitle = {Proc. IEEE 25th Int. Workshop Machine Learning for Signal Processing (MLSP)},
 year = {2015},
 pages = {1--5}}

@inproceedings{Li2015d,
 author = {Li, Ruizhe and Li, Chang-Tsun and Guan, Yu},
 title = {A Compact Representation of Sensor Fingerprint for Camera Identification and Fingerprint Matching},
 booktitle = {Proc. IEEE Int Acoustics, Speech and Signal Processing (ICASSP) Conf},
 year = {2015},
 pages = {1777--1781}}

@inproceedings{Li2015e,
 author = {Li, Ruizhe and Li, Chang-Tsun and Guan, Yu},
 title = {Incremental Update of Feature Extractor for Camera Identification},
 booktitle = {Proc. IEEE Int Image Processing (ICIP) Conf},
 year = {2015},
 pages = {324--328}}

@inbook{Li2015j,
 author = {Li, Shujun and Dhami, Mandeep K. and Ho, Anthony T. S.},
 title = {Standards and Best Practices in Digital and Multimedia Forensics},
 booktitle = {Ho/Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-IEEE Press},
 year = {2015},
 pages = {38--93}}

@inbook{Li2015k,
 author = {Li, Shujun and Ho, Anthony T. S.},
 title = {Digital Forensics Laboratories in Operation},
 booktitle = {Ho/Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-IEEE Press},
 year = {2015},
 pages = {1--37}}

@article{Li2015b,
 author = {Li, Yuanman and Zhou, Jiantao},
 title = {Anti-forensics of Lossy Predictive Image Compression},
 journal = {Signal Processing Letters, IEEE},
 year = {2015},
 volume = {22},
 number = {12},
 pages = {2219--2223}}

@article{Li2015h,
 author = {Li, Y. and Zhou, J.},
 title = {Anti-Forensics of Lossy Predictive Image Compression},
 journal = {#IEEE_J_SPL#},
 year = {2015},
 volume = {22},
 number = {12},
 pages = {2219--2223}}

@article{Liang2015,
 author = {Liang, Zaoshan and Yang, Gaobo and Ding, Xiangling and Li, Leida},
 title = {An Efficient Forgery Detection Algorithm for Object Removal by Exemplar-based Image Inpainting},
 journal = {Journal of Visual Communication and Image Representation},
 year = {2015},
 number = {0},
 pages = {-}}

@inproceedings{Lin2015,
 author = {Lin, C. S. and Chen, C. C. and Chang, Y. C.},
 title = {An Efficiency Enhanced Cluster Expanding Block Algorithm for Copy-move Forgery Detection},
 booktitle = {Proc. Int Intelligent Networking and Collaborative Systems (INCOS) Conf},
 year = {2015},
 pages = {228--231}}

@article{Liu2015,
 author = {Liu, Bo and Pun, Chi-Man},
 title = {Splicing Forgery Exposure in Digital Image by Detecting Noise Discrepancies},
 journal = {International Journal of Computer and Communication Engineering},
 year = {2015},
 volume = {4},
 number = {1},
 pages = {33--38}}

@article{Liu2015b,
 author = {Liu, Bei-bei and Wei, Xingjie and Yan, Jeff},
 title = {Enhancing Sensor Pattern Noise for Source Camera Identification: An Empirical Evaluation},
 journal = {Proc. of the The 3rd ACM Workshop on Information Hiding and Multimedia Security},
 year = {2015}}

@incollection{Liu2015a,
 author = {Liu, Qingzhong and Sung, AndrewH. and Chen, Zhongxue and Chen, Lei},
 title = {Exposing Image Tampering with the Same Quantization Matrix},
 booktitle = {Multimedia Data Mining and Analytics},
 publisher = {Springer International Publishing},
 year = {2015},
 pages = {327--343}}

@article{Liu2015c,
 author = {Liu, Yuqing and Huang, Tianqiang},
 title = {Exposing Video Inter-frame Forgery by Zernike Opponent Chromaticity Moments and Coarseness Analysis},
 journal = {Multimedia Systems},
 publisher = {Springer Berlin Heidelberg},
 year = {2015},
 pages = {1--16}}

@article{Mahdian2015a,
 author = {Mahdian, Babak and Novozamsky, Adam and Saic, Stanislav},
 title = {Detecting Cyclostationarity in Re-captured LCD Screens},
 journal = {Forensic Research},
 year = {2015}}

@incollection{Mahdian2015,
 author = {Mahdian, Babak and Novozámský, Adam and Saic, Stanislav},
 title = {Determination of Stop-criterion for Incremental Methods Constructing Camera Sensor Fingerprint},
 booktitle = {Digital-Forensics and Watermarking},
 publisher = {Springer International Publishing},
 year = {2015},
 volume = {9023},
 pages = {47--59}}

@inproceedings{Mahdian2015b,
 author = {Mahdian, Babak and Novozámský, Adam and Saic, Stanislav},
 title = {Identification of Aliasing-based Patterns in Re-captured LCD Screens},
 booktitle = {ICIP},
 year = {2015}}

@article{Mahdian2015c,
 author = {Mahdian, Babak and Novozámský, Adam and Saic, Stanislav},
 title = {Determination of Stop-criterion for Incremental Methods Constructing Camera Sensor Fingerprint},
 booktitle = {Digital-Forensics and Watermarking},
 journal = {Digital-Forensics and Watermarking},
 publisher = {Springer},
 year = {2015},
 pages = {47--59}}

@inproceedings{Mahmood2015,
 author = {Mahmood, T. and Nawaz, T. and Ashraf, R. and Shah, M. and Khan, Z. and Irtaza, A. and Mehmood, Z.},
 title = {A Survey on Block Based Copy Move Image Forgery Detection Techniques},
 booktitle = {Emerging Technologies (ICET), 2015 International Conference on},
 year = {2015},
 pages = {1--6}}

@inproceedings{Malik2015,
 author = {Malik, Parveen and Karthik, Kannan},
 title = {Detection of Purple Fringing Aberration Patterns and Its Application to Forensic Analysis of Spliced Images},
 booktitle = {Proc. Int Advances in Computing, Communications and Informatics (ICACCI) Conf},
 year = {2015},
 pages = {1421--1427}}

@inproceedings{Malviya2015,
 author = {Malviya, A. V. and Ladhake, S. A.},
 title = {Copy move forgery detection using low complexity feature extraction},
 booktitle = {Proc. IEEE UP Section Conf. Electrical Computer and Electronics (UPCON)},
 year = {2015},
 pages = {1--5}}

@inproceedings{Manu2015,
 author = {Manu, V. T. and Mehtre, B. M.},
 title = {Visual Artifacts Based Image Splicing Detection in Uncompressed Images},
 booktitle = {Proc. Vision and Information Security (CGVIS) 2015 IEEE Int. Conf. Computer Graphics},
 year = {2015},
 volume = {11/16},
 pages = {145--150}}

@inproceedings{Marra2015,
 author = {Marra, Francesco and Poggi, Giovanni and Roli, Fabio and Sansone, Carlo and Verdoliva, Luisa},
 title = {Counter-forensics in Machine Learning Based Forgery Detection},
 booktitle = {IS&T/SPIE Electronic Imaging},
 journal = {Proc. SPIE},
 year = {2015},
 volume = {9409},
 pages = {94090L-94090L-11}}

@incollection{Marra2015a,
 author = {Marra, Francesco and Poggi, Giovanni and Sansone, Carlo and Verdoliva, Luisa},
 title = {Evaluation of Residual-based Local Features for Camera Model Identification},
 booktitle = {New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops},
 journal = {New Trends in Image Analysis and Processing},
 publisher = {Springer Science + Business Media},
 year = {2015},
 pages = {11--18}}

@article{Marra2015b,
 author = {Marra, Francesco and Poggi, Giovanni and Sansone, Carlo and Verdoliva, Luisa},
 title = {Evaluation of Residual-based Local Features for Camera Model Identification},
 journal = {New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops},
 publisher = {Springer},
 year = {2015}}

@inbook{Marturana2015,
 author = {Marturana, Fabio and Tacconi, Simone and Italiano, Giuseppe F.},
 title = {A Machine Learning-Based Approach to Digital Triage},
 booktitle = {Ho/Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-IEEE Press},
 year = {2015},
 pages = {94--132}}

@inproceedings{Mayer2015,
 author = {Mayer, Owen and Stamm, Matthew C.},
 title = {Anti-forensics of Chromatic Aberration},
 booktitle = {IS&T/SPIE Electronic Imaging},
 journal = {Proc. SPIE},
 year = {2015},
 volume = {9409},
 pages = {94090M-94090M-9}}

@inproceedings{MeenakshiSundaram2015,
 author = {Meenakshi Sundaram, A. and Nandini, C.},
 title = {CBFD: Coherence Based Forgery Detection technique in image forensics analysis},
 booktitle = {Proc. Computer Science and Technology (ICERECT) 2015 Int. Conf. Emerging Research in Electronics},
 year = {2015},
 pages = {192--197}}

@inproceedings{MeenakshiSundaram2015a,
 author = {Meenakshi Sundaram, A. and Nandini, C.},
 title = {CBFD: Coherence Based Forgery Detection technique in image forensics analysis},
 booktitle = {Proc. Computer Science and Technology (ICERECT) 2015 Int. Conf. Emerging Research in Electronics},
 year = {2015},
 pages = {192--197}}

@article{Mire2015,
 author = {Mire, Archana V. and Dhok, S. B. and Mistry, N. J. and Porey, P. D.},
 title = {Factor Histogram Based Forgery Localization in Double Compressed JPEG\ Images},
 journal = {Procedia Computer Science},
 year = {2015},
 volume = {54},
 pages = {690--696}}

@inproceedings{Moghaddasi2015,
 author = {Moghaddasi, Z. and Jalab, H. A. and Noor, R. M.},
 title = {A Comparison Study on SVD-based Features in Different Transforms for Image Splicing Detection},
 booktitle = {Proc. IEEE Int Consumer Electronics - Taiwan (ICCE-TW) Conf},
 year = {2015},
 pages = {13--14}}

@inproceedings{Mohebbian2015,
 author = {Mohebbian, E. and Hariri, M.},
 title = {Increase the efficiency of DCT method for detection of copy-move forgery in complex and smooth images},
 booktitle = {Proc. 2nd Int. Conf. Knowledge-Based Engineering and Innovation (KBEI)},
 year = {2015},
 pages = {436--440}}

@techreport{Moltisanti2015,
 author = {Moltisanti, Marco and Paratore, Antonino and Battiato, Sebastiano and Saravo, Luigi},
 title = {Image Manipulation on Facebook for Forensics Evidence},
 school = {Image Processing Laboratory Dipartimento di Matematica e Informatica Universita degli Studi di Catania},
 year = {2015}}

@incollection{Moltisanti2015a,
 author = {Moltisanti, Marco and Paratore, Antonino and Battiato, Sebastiano and Saravo, Luigi},
 title = {Image Manipulation on Facebook for Forensics Evidence},
 booktitle = {Image Analysis and Processing — ICIAP 2015},
 publisher = {Springer},
 year = {2015},
 pages = {506--517}}

@inproceedings{Mookdarsanit2015,
 author = {Mookdarsanit, P. and Soimart, L. and Ketcham, M. and Hnoohom, N.},
 title = {Detecting Image Forgery Using XOR and Determinant of Pixels for Image Forensics},
 booktitle = {Proc. 11th Int. Conf. Signal-Image Technology Internet-Based Systems (SITIS)},
 year = {2015},
 pages = {613--616}}

@inproceedings{Mookdarsanit2015a,
 author = {Mookdarsanit, P. and Soimart, L. and Ketcham, M. and Hnoohom, N.},
 title = {Detecting Image Forgery Using XOR and Determinant of Pixels for Image Forensics},
 booktitle = {Proc. 11th Int. Conf. Signal-Image Technology Internet-Based Systems (SITIS)},
 year = {2015},
 pages = {613--616}}

@inproceedings{Moussa2015,
 author = {Moussa, A. M.},
 title = {A Fast and Accurate Algorithm for Copy-move Forgery Detection},
 booktitle = {Computer Engineering Systems (ICCES), 2015 Tenth International Conference on},
 year = {2015},
 pages = {281--285}}

@article{Ni2015,
 author = {Ni, Rongrong and Zhao, Yao and Zhai, Xiaobo},
 title = {Recaptured Images Forensics Based on Color Moments and DCT Coefficients Features},
 journal = {Journal of Information Hiding and Multimedia Signal Processing},
 year = {2015},
 volume = {6},
 number = {2},
 pages = {323--333}}

@inproceedings{Nirmalkar2015,
 author = {Nirmalkar, N. and Kamble, S. and Kakde, S.},
 title = {A Review of Image Forgery Techniques and Their Detection},
 booktitle = {Proc. Int Innovations in Information, Embedded and Communication Systems (ICIIECS) Conf},
 year = {2015},
 pages = {1--5}}

@article{Nowroozi2015,
 author = {Nowroozi, Ehsan and Zakerolhosseini, Ali},
 title = {Double JPEG Compression Detection Using Statistical Analysis},
 journal = {dvances in Computer Science: an International Journal},
 year = {2015},
 volume = {4},
 number = {15},
 pages = {70--76}}

@inproceedings{Nugraha2015,
 author = {Nugraha, P. A. and Ciptasari, R. W. and Pudjoatmojo, B.},
 title = {A photo composite detection based on eye specular highlights using pixel-based approach},
 booktitle = {Proc. 3rd Int Information and Communication Technology (ICoICT ) Conf},
 year = {2015},
 pages = {195--200}}

@article{Orozco2015,
 author = {Orozco, Ana Lucila Sandoval and Villalba, Luis Javier García and González, David Manuel Arenas and Corripio, Jocelin Rosales and Hernandez-Castro, Julio and Gibson, Stuart James},
 title = {Smartphone Image Acquisition Forensics Using Sensor Fingerprint},
 journal = {IET Computer Vision},
 year = {2015}}

@article{Orozco2015a,
 author = {Orozco, A. L. Sandoval and Villalba, L. J. García and González, D. M. Arenas and Corripio, J. R. and Hernandez-Castro, J. and Gibson, S. J.},
 title = {Smartphone image acquisition forensics using sensor fingerprint},
 journal = {IET Comput Vision},
 year = {2015},
 volume = {9},
 number = {5},
 pages = {723--731}}

@article{Ou2015,
 author = {Ou, Junhai and Ni, Jiangqun},
 title = {Blind Estimation of Affine Transformation Using 2D Cyclostationarity of Resampled Images},
 journal = {Proc. SPIE},
 year = {2015},
 volume = {9811},
 pages = {98110L-98110L-9}}

@inbook{Pan2015,
 author = {Pan, Xunyu},
 title = {Digital Image Forensics with Statistical Analysis},
 booktitle = {Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-IEEE Press},
 year = {2015},
 pages = {704-}}

@incollection{Pandey2015,
 author = {Pandey, Ramesh Chand and Agrawal, Rishabh and Singh, Sanjay Kumar and Shukla, K. K.},
 title = {Passive Copy Move Forgery Detection Using SURF, HOG and SIFT Features},
 booktitle = {Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014},
 publisher = {Springer},
 year = {2015}}

@inproceedings{Peng2015,
 author = {Peng},
 title = {Towards an Image Blurring Detection Approach Based on Color Filter Array},
 booktitle = {Proc. of the International Conference on Mechatronics, Electronic, Industrial and Control Engineering (MEIC 2015)},
 year = {2015}}

@inproceedings{Peng2015b,
 author = {Peng, Anjie and Zeng, Hui and Lin, Xiaodan and Kang, Xiangui},
 title = {Countering Anti-forensics of Image Resampling},
 booktitle = {Proc. IEEE Int Image Processing (ICIP) Conf},
 year = {2015},
 pages = {3595--3599}}

@inproceedings{Peng2015e,
 author = {Peng, A. and Zeng, H. and Lin, X. and Kang, X.},
 title = {Countering anti-forensics of image resampling},
 booktitle = {Proc. IEEE Int. Conf. Image Processing (ICIP)},
 year = {2015},
 pages = {3595--3599}}

@inproceedings{Peng2015a,
 author = {Peng, Bo and Wang, Wei and Dong, Jing and Tan, Tieniu},
 title = {Detection of Computer Generated Faces in Videos Based on Pulse Signal},
 booktitle = {Proc. IEEE China Summit and Int Signal and Information Processing (ChinaSIP) Conf},
 year = {2015},
 pages = {841--845}}

@inproceedings{Peng2015d,
 author = {Peng, Bo and Wang, Wei and Dong, Jing and Tan, Tieniu},
 title = {Improved 3D Lighting Environment Estimation for Image Forgery Detection},
 booktitle = {Information Forensics and Security (WIFS), 2015 IEEE International Workshop on},
 year = {2015},
 pages = {1--6}}

@article{Peng2015c,
 author = {Peng, Fei and Zhu, Yin and Long, Min},
 title = {Identification of Natural Images and Computer Generated Graphics Using Multi-fractal Differences of PRNU},
 journal = {Algorithms and Architectures for Parallel Processing},
 publisher = {Springer},
 year = {2015}}

@article{Perez-Gonzalez2015,
 author = {Perez-Gonzalez, F. and Gonzalez-Iglesias, I. and Masciopinto, M. and Comesana, P.},
 title = {Fast Sequential Forensic Camera Identification},
 journal = {arxiv},
 year = {2015}}

@article{Pittala2015,
 author = {Pittala, Srivamshi and Whiting, Emily and Farid, Hany},
 title = {A 3-D Stability Analysis of Lee Harvey Oswald in the Backyard Photo},
 journal = {JDFSL},
 year = {2015},
 volume = {10},
 number = {3},
 pages = {87--98}}

@incollection{Pollard2015,
 author = {Pollard, Stephen and Adams, Guy and Simske, Steven},
 title = {Forensic Identification of Printed Documents},
 booktitle = {Ho/Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-Blackwell},
 year = {2015},
 pages = {442--479}}

@inproceedings{Prakash2015,
 author = {Prakash, Divya and Kalwad, Pramati and Peddigari, Venkat and Srinivasa, Phanish},
 title = {Automatic Reflection Removal Using Reflective Layer Image Information},
 booktitle = {Consumer Electronics (ICCE), 2015 IEEE International Conference on},
 year = {2015},
 pages = {548--551}}

@article{Priyan2015,
 author = {Priyan, S. Vishnu and Srivatsa, S. K.},
 title = {Detection of Duplicate Region and Hybrid Non-local Means Filtering for Denoising with Quantization Matrix Estimation for JPEG Error Analysis},
 journal = {Indian Journal of Science and Technology},
 year = {2015},
 volume = {8},
 number = {28}}

@article{Pun2015,
 author = {Pun, Chi-Man and Yuan, Xiao-Chen and Bi, Xiu-Li},
 title = {Image Forgery Detection Using Adaptive Over-segmentation and Feature Points Matching},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2015},
 number = {99}}

@article{Purwandari2015,
 author = {Purwandari, Endina Putri},
 title = {Image Splicing Detection Based on Demosaicking and Wavelet Transformation},
 journal = {Jurnal Ilmu Komputer dan Informasi},
 year = {2015}}

@electronic{Qiao2015,
 author = {Qiao, Tong and Retraint, Florent and Cogranne, Rémi and Thai, Thanh Hai},
 title = {Source Camera Device Identification Based on Raw Images},
 year = {2015}}

@inproceedings{Quiring2015,
 author = {Quiring, Erwin and Kirchner, Matthias},
 title = {Fragile Sensor Fingerprint Camera Identification},
 booktitle = {Proc. of the 7th IEEE International Workshop on Information Forensics and Security 2015 (WIFS)},
 year = {2015}}

@article{Qureshi2015,
 author = {Qureshi, Muhammad Ali and Deriche, Mohamed},
 title = {A Bibliography of Pixel-based Blind Image Forgery Detection Techniques},
 journal = {Signal Processing: Image Communication},
 year = {2015},
 volume = {39, Part A},
 pages = {46--74}}

@inproceedings{Rad2015,
 author = {Rad, R. M. and Wong, Koksheik},
 title = {Digital Image Forgery Detection by Edge Analysis},
 booktitle = {Proc. IEEE Int Consumer Electronics - Taiwan (ICCE-TW) Conf},
 year = {2015},
 pages = {19--20}}

@inproceedings{Rajkumar2015,
 author = {Rajkumar, R. and Singh, K. M.},
 title = {Digital Image Forgery Detection Using SIFT Feature},
 booktitle = {Proc. Int Advanced Computing and Communication (ISACC) Symp},
 year = {2015},
 pages = {186--191}}

@inproceedings{Ravi2015,
 author = {Ravi, Hareesh and Subramanyam, A. V. and Emmanuel, Sabu},
 title = {Forensic Analysis of Linear and Non Linear Image Filtering Using Quantization Noise},
 booktitle = {2015 IEEE International Conference on Image Processing (ICIP)},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2015}}

@inproceedings{Remya2015,
 author = {Remya, R. S. and Beevi, A. B.},
 title = {Novel Video Camera Authentication Based on Peak to Correlation Energy of Clustered Sensor Pattern Noise},
 booktitle = {Proc. IEEE Int Engineering and Technology (ICETECH) Conf},
 year = {2015},
 pages = {1--5}}

@inproceedings{Reshma2015,
 author = {Reshma, P. D. and Arunvinodh, C.},
 title = {Image Forgery Detection Using SVM Classifier},
 booktitle = {Proc. Int Innovations in Information, Embedded and Communication Systems (ICIIECS) Conf},
 year = {2015},
 pages = {1--5}}

@article{Rhee2015,
 author = {Rhee, Kang Hyeon},
 title = {Median Filtering Detection Using Latent Growth Modeling},
 journal = {Journal of the Institute of Electrolnic Engineers of Korea},
 year = {2015},
 number = {1},
 pages = {61--68}}

@article{Rhee2015a,
 author = {Rhee, Kang Hyeon},
 title = {Median Filtering Detection of Digital Images Using Pixel Gradients},
 journal = {IEIE Transactions on Smart Processing & Computing},
 year = {2015},
 volume = {4},
 number = {4},
 pages = {195--201}}

@article{Riess2015,
 author = {Riess, Christian and Pfaller, Sven and Angelopoulou, Elli},
 title = {Reflectance Normalization in Illumination-based Image Manipulation Detection},
 journal = {New Trends in Image Analysis and Processing},
 year = {2015}}

@inproceedings{Rocchi2015,
 author = {Rocchi, S. and Simlinger, R. and Moeslinger, M. and Murray, J. and Hadfi, G. and John, M.},
 title = {Use of Specialized Security Techniques to Enhance the Authenticity of Surveillance},
 booktitle = {Book of Abstracts, Presentations and Papers of the 12 th Symposium on International Safeguards: Linking Strategy, Implementation and People, Vienna (Austria), 20-24 Oct 2014},
 year = {2015},
 pages = {491}}

@article{Rodriguez-Santos2015,
 author = {Rodríguez-Santos, Francisco and Delgado-Gutierréz, Guillermo and Palacios-Luengas, Leonardo and Vazquéz-Medina, Rubén},
 title = {Practical implementation of a methodology for digital images authentication using forensics techniques},
 journal = {CSIJ Advances in Computer Science: an International Journal},
 year = {2015},
 volume = {4},
 number = {18}}

@inproceedings{Ruiz2015,
 author = {Ruiz, C. and Arroyo, S. and Krsteski, I. and Dago, P. and Sanchez, J. and Perez-Freire, L. and De Rosa, A. and Fontani, M. and Costanzo, A. and Piva, A. and Ariu, D. and Piras, L. and Ahumada, R. and Jerian, M.},
 title = {The MAVEN Project: Management and Authenticity Verification of Multimedia Contents},
 booktitle = {Proc. IEEE Int Multimedia Expo Workshops (ICMEW) Conf},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2015},
 pages = {1--4}}

@article{Saini2015,
 author = {Saini, Komal and Shabnampreet Kaur, Forensic document examination, Image processing Computer manipulated documents Alterations of documents},
 title = {Forensic Examination of Computer-manipulated Documents Using Image Processing Techniques},
 journal = {Egyptian Journal of Forensic Sciences},
 year = {2015},
 number = {0},
 pages = {-}}

@inproceedings{Sanap2015,
 author = {Sanap, V. K. and Mane, V. M.},
 title = {Region Duplication Forgery Detection in Digital Images Using 2D-DWT and SVD},
 booktitle = {Proc. Int. Conf. Applied and Theoretical Computing and Communication Technology (iCATccT)},
 year = {2015},
 pages = {599--604}}

@article{Sanas2015,
 author = {Sanas, P. and Gupta, P.},
 title = {Image Recapture Discovery Algorithms: A Survey},
 journal = {IJSR},
 publisher = {International Journal of Science and Research},
 year = {2015},
 volume = {4},
 number = {11},
 pages = {926--929}}

@article{SandovalOrozco2015,
 author = {Sandoval Orozco, AnaLucila and Corripio, JocelinRosales and García Villalba, LuisJavier and Hernández Castro, JulioCésar},
 title = {Image Source Acquisition Identification of Mobile Devices Based on the Use of Features},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer US},
 year = {2015},
 pages = {1--25}}

@article{SandovalOrozco2015a,
 author = {Sandoval Orozco, Ana Lucila and Arenas González, David Manuel and García Villalba, Luis Javier and Hernández-Castro, Julio},
 title = {Analysis of Errors in EXIF Metadata on Mobile Devices},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer},
 year = {2015},
 volume = {74},
 number = {13},
 pages = {4735}}

@inproceedings{Satiro2015,
 author = {Satiro, J. and Nasrollahi, K. and Correia, P. L. and Moeslund, T. B.},
 title = {Super-resolution of facial images in forensics scenarios},
 booktitle = {Proc. Tools and Applications (IPTA) 2015 Int. Conf. Image Processing Theory},
 year = {2015},
 pages = {55--60}}

@misc{Satta2015,
 author = {Satta, Riccardo},
 title = {Sensor Pattern Noise Matching Based on Reliability Map for Source Camera Identification},
 year = {2015}}

@article{Satta2015a,
 author = {Satta, R. and Ciardulli, A.},
 title = {Sensor Pattern Noise and Image Similarity for Picture-to-identity Linking},
 journal = {IET Comput Vision},
 year = {2015},
 volume = {9},
 number = {5},
 pages = {711--722}}

@mastersthesis{Saxena2015,
 author = {Saxena, Shobhita},
 title = {Video Inpainting Detection Using Inconsistencies in Optical Flow},
 school = {Indraprastha Institute of Information Technology, Delhi (IIIT-D), India},
 year = {2015}}

@article{Schetinger2015,
 author = {Schetinger, Victor and MM Oliveira, R da Silva, T. J. Carvalho},
 title = {Humans Are Easily Fooled by Digital Images},
 journal = {arxiv},
 year = {2015}}

@article{Schindelin2015,
 author = {Schindelin, Johannes and Rueden, Curtis T. and Hiner, Mark C. and Eliceiri, Kevin W.},
 title = {The Imagej Ecosystem: An Open Platform for Biomedical Image Analysis.},
 journal = {Mol Reprod Dev},
 school = {Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, Wisconsin.},
 year = {2015},
 volume = {82},
 number = {7-8},
 pages = {518--529}}

@incollection{Sekhar2015,
 author = {Sekhar, Resmi and Shaji, R. S.},
 title = {A Study on Segmentation-based Copy-move Forgery Detection Using DAISY Descriptor},
 booktitle = {Proceedings of the International Conference on Soft Computing Systems},
 publisher = {Springer Science mathplus Business Media},
 year = {2015},
 pages = {223--233}}

@inproceedings{Shandilya2015,
 author = {Shandilya, M. and Naskar, R. and Dixit, R.},
 title = {Detection of Geometric Transformations in Copy-move Forgery of Digital Images},
 booktitle = {Proc. Annual IEEE India Conf. (INDICON)},
 year = {2015},
 pages = {1--6}}

@inbook{Shang2015,
 author = {Shang, Shize and Kong, Xiangwei},
 title = {Printer and Scanner Forensics},
 booktitle = {Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-IEEE Press},
 year = {2015},
 pages = {704-}}

@inproceedings{Sharma2015a,
 author = {Sharma, A. and Singh, P.},
 title = {A Comparative Study of Frequency Domain Based Approaches for Image Tamper Detection},
 booktitle = {Proc. TENCON 2015 - 2015 IEEE Region 10 Conf},
 year = {2015},
 pages = {1--4}}

@inproceedings{Sharma2015,
 author = {Sharma, Surbhi and Ghanekar, Umesh},
 title = {A Rotationally Invariant Texture Descriptor to Detect Copy Move Forgery in Medical Images},
 booktitle = {Computational Intelligence & Communication Technology (CICT), 2015 IEEE International Conference on},
 year = {2015},
 pages = {795--798}}

@inproceedings{Shi2015,
 author = {Shi, Z. and Shen, X. and Chen, H. and Li, X.},
 title = {Blind Detection of Image Splicing Based on Fuzzy Run-length},
 booktitle = {Proc. IEEE Int Computer and Information Technology, Ubiquitous Computing and Communications, Dependable, Autonomic and Secure Computing, Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM) Conf},
 year = {2015},
 pages = {915--920}}

@article{Shih2015a,
 author = {Shih, Frank Y. and Jackson, Jason K.},
 title = {Copy-cover Image Forgery Detection in Parallel Processing},
 journal = {Int. J. Patt. Recogn. Artif. Intell.},
 year = {2015}}

@inproceedings{Shih2015,
 author = {Shih, YiChang and Krishnan, Dilip and Durand, Fredo and Freeman, William T.},
 title = {Reflection Removal Using Ghosting Cues},
 booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015},
 journal = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
 year = {2015}}

@article{Shingote2015a,
 author = {Shingote, Mr Vinayak K. and Kumar, Ashish},
 title = {Survey on Recapture Detection Algorithms},
 journal = {International Journal of Advanced Research in Computer and Communication Engineering},
 year = {2015},
 volume = {4},
 number = {12}}

@article{Shingote2015,
 author = {Shingote, Vinayak K. and Kabara, Ruhi},
 title = {Image Authentication by Detecting Demosaicing},
 journal = {International Journal of Advanced Research in Computer and Communication Engineering},
 year = {2015},
 volume = {4},
 number = {5},
 pages = {256--259}}

@article{Silva2015,
 author = {Silva, Ewerton and Carvalho, Tiago and Ferreira, Anselmo and Rocha, Anderson},
 title = {Going Deeper into Copy-move Forgery Detection: Exploring Image Telltales Via Multi-scale Analysis and Voting Processes},
 journal = {Journal of Visual Communication and Image Representation},
 publisher = {Elsevier BV},
 year = {2015},
 volume = {29},
 number = {0},
 pages = {16--32}}

@inproceedings{Singh2015b,
 author = {Singh, N. and Bansal, R.},
 title = {Analysis of Benford´s Law in Digital Image Forensics},
 booktitle = {Proc. Int Signal Processing and Communication (ICSC) Conf},
 year = {2015},
 pages = {413--418}}

@inproceedings{Singh2015c,
 author = {Singh, N. and Bansal, R.},
 title = {Analysis of Benford's law in digital image forensics},
 booktitle = {Proc. Int. Conf. Signal Processing and Communication (ICSC)},
 year = {2015},
 pages = {413--418}}

@incollection{Singh2015,
 author = {Singh, VivekKumar and Pant, Pallav and Tripathi, RameshChandra},
 title = {Detection of Frame Duplication Type of Forgery in Digital Video Using Sub-block Based Features},
 booktitle = {Digital Forensics and Cyber Crime},
 publisher = {Springer International Publishing},
 year = {2015},
 volume = {157},
 pages = {29--38}}

@article{Singh2015a,
 author = {Singh, Vivek Kumar and Tripathi, R. C.},
 title = {Fast Rotation Invariant Detection of Region Duplication Attacks Even on Uniform Background Containing Digital Images},
 journal = {Procedia Computer Science},
 year = {2015},
 volume = {54},
 pages = {772--780}}

@article{Sonu2015,
 author = {Sonu, John Jacob and Krishnalal, G. and Jagathy, Raj V. P.},
 title = {Revealing Image Forgery on Digital Images by a Pplying Contrast Enhancement},
 journal = {International Journal of Computer Applications},
 year = {2015}}

@incollection{Soobhany2015,
 author = {Soobhany, A. R. and Lam, K. P. and Fletcher, P. and Collins, D. J.},
 title = {Mobile Camera Source Identification with SVD},
 booktitle = {Innovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering},
 publisher = {Springer},
 year = {2015}}

@inproceedings{Sornalatha2015,
 author = {Sornalatha, S. T. S. and Mahalakshmi, S. D. and Vijayalakshmi, K.},
 title = {Detecting Contrast Enhancement Based Image Forgeries by Parallel Approach},
 booktitle = {Proc. 2nd Int Electronics and Communication Systems (ICECS) Conf},
 year = {2015},
 pages = {1162--1167}}

@article{Spangenberg2015,
 author = {Spangenberg, Jochen},
 title = {Soziale Medien Und Journalistische Berichterstattung},
 journal = {Digitale Politikvermittlung},
 publisher = {Springer},
 year = {2015}}

@incollection{Steinebach2015,
 author = {Steinebach, Martin and Yannikos, York and Zmudzinski, Sascha and Winter, Christian},
 title = {Advanced Multimedia File Carving},
 booktitle = {Ho/Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-Blackwell},
 year = {2015},
 pages = {219--269}}

@article{Su2015,
 author = {Su, Po-Chyi and Suei, Pei-Lun and Chang, Min-Kuan and Lain, Jie},
 title = {Forensic and Anti-forensic Techniques for Video Shot Editing in H.264/AVC},
 journal = {Journal of Visual Communication and Image Representation},
 year = {2015},
 number = {0},
 pages = {-}}

@article{Sun2015,
 author = {Sun, Xiaoting and Li, Yezhou and Niu, Shaozhang and Huang, Yanli},
 title = {The Detecting System of Image Forgeries with Noise Features and EXIF Information},
 journal = {Journal of Systems Science and Complexity},
 publisher = {Academy of Mathematics and Systems Science, Chinese Academy of Sciences},
 year = {2015},
 volume = {28},
 number = {5},
 pages = {1164--1176}}

@article{Sur2015,
 author = {Sur, Frédéric and Grédiac, Michel},
 title = {Measuring the Noise of Digital Imaging Sensors by Stacking Raw Images Affected by Vibrations and Illumination Flickering},
 journal = {SIAM Journal on Imaging Sciences},
 year = {2015},
 volume = {8},
 number = {1},
 pages = {611--643}}

@techreport{Sutardja2015,
 author = {Sutardja, Anthony and Ramadan, Omar and Zhao, Yan},
 title = {Forensic Methods for Detecting Image Manipulation - Copy Move},
 school = {Electrical Engineering and Computer Sciences University of California at Berkeley},
 year = {2015}}

@techreport{Sutardja2015a,
 author = {Sutardja, Anthony and Zhao, Yan},
 title = {Digital Image Manipulation Forensics},
 school = {Electrical Engineering and Computer Sciences University of California at Berkeley},
 year = {2015}}

@article{Taimori2015,
 author = {Taimori, Ali and Razzazi, Farbod and Behrad, Alireza and Ahmadi, Ali and Babaie-Zadeh, Massoud},
 title = {Quantization-unaware Double JPEG Compression Detection},
 journal = {Journal of Mathematical Imaging and Vision},
 publisher = {Springer US},
 year = {2015},
 pages = {1--18}}

@techreport{Tan2015,
 author = {Tan, Yue and Wang, Bo and Zhao, Meijuan and Kong, Xiangwei and Li, Ming},
 title = {Patch-based Sensor Pattern Noise for Camera Source Identification},
 school = {School of Information and Communication Engineering Dalian University of Technology Dalian, Liaoning, 116024, P. R. China},
 year = {2015}}

@inproceedings{Tatkare2015,
 author = {Tatkare, K. A. and Mane, V.},
 title = {Fusion of SIFT and Hue Moments Features for Cloning Tamper Detection},
 booktitle = {Proc. Int. Conf. Applied and Theoretical Computing and Communication Technology (iCATccT)},
 year = {2015},
 pages = {409--414}}

@inproceedings{Teerakanok2015,
 author = {Teerakanok, S. and Tetsutaro, U.},
 title = {Enhancment of Image Tampering Detection Using JPEG's Quantization and Re-interpolation Processes},
 booktitle = {Proc. IEEE 39th Annual Computer Software and Applications Conf. (COMPSAC)},
 year = {2015},
 volume = {3},
 pages = {35--39}}

@article{Thai2015,
 author = {Thai, Thanh Hai and Retraint, Florent and Cogranne, Rémi},
 title = {Generalized Signal-dependent Noise Model and Parameter Estimation for Natural Images},
 journal = {Signal Processing},
 year = {2015},
 number = {0},
 pages = {-}}

@article{Thai2015a,
 author = {Thai, Thanh Hai and Retraint, Florent and Cogranne, Rémi},
 title = {Camera Model Identification Based on DCT\ Coefficient Statistics},
 journal = {Digital Signal Processing},
 year = {2015},
 number = {0},
 pages = {-}}

@article{Thongkamwitoon2015,
 author = {Thongkamwitoon, T. and Muammar, H. and Dragotti, P. L.},
 title = {An Image Recapture Detection Algorithm Based on Learning Dictionaries of Edge Profiles},
 journal = {IEEE Transactions on Information Forensics and Security},
 year = {2015},
 volume = {10},
 number = {5},
 pages = {953--968}}

@inproceedings{Tiwari2015,
 author = {Tiwari, N. and Dubey, D. and Goyal, A.},
 title = {Reducing Forged Features Using Tampered and Inconsistent Image Detection Techniques in Digital Image Processing},
 booktitle = {Proc. Fifth Int Communication Systems and Network Technologies (CSNT) Conf},
 year = {2015},
 pages = {564--567}}

@article{Tralic2015,
 author = {Tralic, Dijana and Grgic, Sonja and Sun, Xianfang and Rosin, Paul L.},
 title = {Combining Cellular Automata and Local Binary Patterns for Copy-move Forgery Detection},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer},
 year = {2015},
 pages = {1}}

@article{Tuama2015,
 author = {Tuama, Amel and Comby, Frederic and Chaumont, Marc},
 title = {Source Camera Model Identification Using Features from Contaminated Sensor Noise},
 journal = {The 14th International Workshop on Digital-forensics and Watermarking IWDW 2015},
 year = {2015}}

@inproceedings{Turk2015,
 author = {Turk, Salih and Bingol, Ozkan and Ulutas, Guzin},
 title = {Detection of Copy-move Forgery Using Dogcode},
 booktitle = {Proc. 23th Signal Processing and Communications Applications Conf. (SIU)},
 year = {2015},
 pages = {2366--2369}}

@inproceedings{Uliyan2015,
 author = {Uliyan, D. M. and Jalab, H. A. and Wahab, A. W. A.},
 title = {Copy Move Image Forgery Detection Using Hessian and Center Symmetric Local Binary Pattern},
 booktitle = {Proc. IEEE Confernece Open Systems (ICOS)},
 year = {2015},
 pages = {7--11}}

@inproceedings{Ustubioglu2015,
 author = {Ustubioglu, Beste and Ayas, Selen and Dogan, Hulya and Ulutas, Guzin},
 title = {Image Forgery Detection Based on Colour SIFT},
 booktitle = {Proc. 23th Signal Processing and Communications Applications Conf. (SIU)},
 year = {2015},
 pages = {1741--1744}}

@inproceedings{Ustubioglu2015c,
 author = {Ustubioglu, B. and Muzaffer, G. and Ulutas, G. and Nabiyev, V. and Ulutas, M.},
 title = {A novel keypoint based forgery detection method based on local phase quantization and SIFT},
 booktitle = {Proc. 9th Int. Conf. Electrical and Electronics Engineering (ELECO)},
 year = {2015},
 pages = {185--189}}

@inproceedings{Ustubioglu2015b,
 author = {Ustubioglu, B. and Nabiyev, V. and Ulutas, G. and Ulutas, M.},
 title = {Image Forgery Detection Using Colour Moments},
 booktitle = {Proc. 38th Int Telecommunications and Signal Processing (TSP) Conf},
 year = {2015},
 pages = {540--544}}

@inproceedings{Ustubioglu2015a,
 author = {Ustubioglu, Beste and Ulutas, Guzin and Nabiyev, Vasif and Ulutas, Mustafa},
 title = {Image Forgery Detection Based on Energy Probability},
 booktitle = {Proc. 23th Signal Processing and Communications Applications Conf. (SIU)},
 year = {2015},
 pages = {919--922}}

@incollection{Valenzise2015,
 author = {Valenzise, Giuseppe and Tubaro, Stefano and Tagliasacchi, Marco},
 title = {Anti-Forensics of Multimedia Data and Countermeasures},
 booktitle = {Ho/Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-Blackwell},
 year = {2015},
 pages = {612--651}}

@article{Valsesia2015,
 author = {Valsesia, D. and Coluccia, G. and Bianchi, T. and Magli, E.},
 title = {Compressed Fingerprint Matching and Camera Identification Via Random Projections},
 journal = {IEEE Transactions on Information Forensics and Security},
 year = {2015},
 volume = {10},
 number = {7},
 pages = {1472--1485}}

@inproceedings{Valsesia2015a,
 author = {Valsesia, D. and Coluccia, G. and Bianchi, T. and Magli, E.},
 title = {Image Retrieval Based on Compressed Camera Sensor Fingerprints},
 booktitle = {Proc. IEEE Int Multimedia and Expo (ICME) Conf},
 year = {2015},
 pages = {1--6}}

@article{Valsesia2015b,
 author = {Valsesia, D. and Coluccia, G. and Bianchi, T. and Magli, E.},
 title = {Large-scale Image Retrieval Based on Compressed Camera Identification},
 journal = {IEEE Transactions on Multimedia},
 year = {2015},
 volume = {17},
 number = {9},
 pages = {1439--1449}}

@inproceedings{Valsesia2015c,
 author = {Valsesia, D. and Coluccia, G. and Bianchi, T. and Magli, E.},
 title = {Scale-robust Compressive Camera Fingerprint Matching with Random Projections},
 booktitle = {Proc. IEEE Int Acoustics, Speech and Signal Processing (ICASSP) Conf},
 year = {2015},
 pages = {1697--1701}}

@phdthesis{Vazquez-Padin2015a,
 author = {Vázquez-Padín, David},
 title = {Detection of Image Resampling and Video Encoding Footprints for Forensic Applications},
 school = {University of Vigo},
 year = {2015}}

@inproceedings{Vazquez-Padin2015,
 author = {Vazquez-Padın, David and Comesana, Pedro and Perez-Gonzalez, Fernando},
 title = {An SVD Approach to Forensic Image Resampling Detection},
 booktitle = {Proceedings of the 23th European Signal Processing Conference (EUSIPCO 2015)},
 journal = {Proceedings of the 16th European Signal Processing Conference (EUSIPCO 2008)},
 year = {2015}}

@inproceedings{Vidyadharan2015,
 author = {Vidyadharan, D. S. and Thampi, S. M.},
 title = {Brightness Distribution Based Image Tampering Detection},
 booktitle = {Signal Processing, Informatics, Communication and Energy Systems (SPICES), 2015 IEEE International Conference on},
 year = {2015},
 pages = {1--5}}

@inproceedings{VijayalakshmiV2015,
 author = {Vijayalakshmi V, S. and Shwetha, B. and Sathyanarayana, S. V.},
 title = {Image classifier based digital image forensic detection-a review and simulations},
 booktitle = {Proc. Computer Science and Technology (ICERECT) 2015 Int. Conf. Emerging Research in Electronics},
 year = {2015},
 pages = {23--28}}

@article{Wang2015b,
 author = {Wang, Bo and Tan, Yue and Zhao, Meijuan and Guo, Yanqing and Kong, Xiangwei},
 title = {Classifier Combination Based Source Identification for Cell Phone Images},
 journal = {KSII Transactions on Internet and Information Systems (TIIS)},
 year = {2015},
 volume = {9},
 number = {12},
 pages = {5087--5102}}

@article{Wang2015,
 author = {Wang, Chenlu and Zhu, Tingge},
 title = {A Survey of Digital Image Blind Detection Based on Tampering Trace},
 journal = {Electronic Science and Technology},
 year = {2015}}

@article{Wang2015a,
 author = {Wang, Zhi Hong},
 title = {Blind Detection of JPEG Composite Images Based on Quantization Noise Analysis},
 journal = {Information, Computer and Application Engineering},
 year = {2015}}

@inproceedings{Warif2015,
 author = {Warif, N. B. A. and Idris, M. Y. I. and Wahab, A. W. A. and Salleh, R.},
 title = {An Evaluation of Error Level Analysis in Image Forensics},
 booktitle = {Proc. 5th IEEE Int. Conf. System Engineering and Technology (ICSET)},
 year = {2015},
 pages = {23--28}}

@inproceedings{Warif2015a,
 author = {Warif, N. B. A. and Idris, M. Y. I. and Wahab, A. W. A. and Salleh, R.},
 title = {An evaluation of Error Level Analysis in image forensics},
 booktitle = {Proc. 5th IEEE Int. Conf. System Engineering and Technology (ICSET)},
 year = {2015},
 pages = {23--28}}

@incollection{Worring2015,
 author = {Worring, Marcel},
 title = {Multimedia Analytics for Image Collection Forensics},
 booktitle = {Ho/Handbook of Digital Forensics of Multimedia Data and Devices},
 publisher = {Wiley-Blackwell},
 year = {2015},
 pages = {305--327}}

@inproceedings{Wu2015,
 author = {Wu, Han and Kong, Xiangwei and Shang, Shize},
 title = {A Printer Forensics Method Using Halftone Dot Arrangement Model},
 booktitle = {Proc. IEEE China Summit and Int Signal and Information Processing (ChinaSIP) Conf},
 year = {2015},
 pages = {861--865}}

@inproceedings{Wu2015b,
 author = {Wu, W. C. and Hsu, H. F. and Lin, P. Y.},
 title = {Active tamper detection of digital images using VQ compression},
 booktitle = {Proc. IEEE Int Consumer Electronics - Taiwan (ICCE-TW) Conf},
 year = {2015},
 pages = {508--509}}

@article{Xu2015,
 author = {Xu, Guanshuo and Ye, Jingyu and Shi, Yun-Qing},
 title = {New Developments in Image Tampering Detection},
 journal = {Digital-Forensics and Watermarking},
 publisher = {Springer},
 year = {2015}}

@inproceedings{Xu2015a,
 author = {Xu, J. and Ling, Y. and Zheng, X.},
 title = {Forensic Detection of Gaussian Low-pass Filtering in Digital Images},
 booktitle = {Proc. 8th Int. Congress Image and Signal Processing (CISP)},
 year = {2015},
 pages = {819--823}}

@inproceedings{Yadav2015,
 author = {Yadav, N. and Kapdi, R.},
 title = {Copy move forgery detection using SIFT and GMM},
 booktitle = {Proc. 5th Nirma University Int. Conf. Engineering (NUiCONE)},
 year = {2015},
 pages = {1--4}}

@article{Yang2015e,
 author = {Yang, B. and Sun, X. and Chen, X. and Zhang, J. and Li, X.},
 title = {Exposing Photographic Splicing by Detecting the Inconsistencies in Shadows},
 journal = {The Computer Journal},
 year = {2015},
 volume = {58},
 number = {4},
 pages = {588--600}}

@article{Yang2015d,
 author = {Yang, Bin and Sun, Xingming and Xin, Xiangyang and Hu, Weifeng and Wu, Youxin},
 title = {Image Copy-move Forgery Detection Based on Sped-up Robust Features Descriptor and Adaptive Minimal-maximal Suppression},
 journal = {Journal of Electronic Imaging},
 year = {2015},
 volume = {24},
 number = {6},
 pages = {063016}}

@incollection{Yang2015c,
 author = {Yang, Fusheng and Gao, Tiegang},
 title = {Erratum to: A Novel Image Splicing Forensic Algorithm Based on Generalized Dct Coefficient-pair Histogram},
 booktitle = {Advances in Image and Graphics Technologies},
 publisher = {Springer},
 year = {2015}}

@article{Yang2015b,
 author = {Yang, Jianquan and Zhu, Guopu and Huang, Jiwu and Zhao, Xi},
 title = {Estimating JPEG Compression History of Bitmaps Based on Factor Histogram},
 journal = {Digital Signal Processing},
 year = {2015},
 volume = {41},
 pages = {90--97}}

@article{Yang2015a,
 author = {Yang, Qiuwei and Peng, Fei and Li, Jiao-Ting and Long, Min},
 title = {Image Tamper Detection Based on Noise Estimation and Lacunarity Texture},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer},
 year = {2015},
 pages = {1}}

@inproceedings{Yang2015,
 author = {Yang, Renqing and Bai, Zhengyao and Yin, Liguo and Gao, Hao},
 title = {Detecting of Copy-move Forgery in Digital Images Using Fractional Fourier Transform},
 booktitle = {Proc. of the Seventh International Conference on Digital Image Processing: ICDIP 2015},
 journal = {Proc. SPIE},
 publisher = {SPIE-Intl Soc Optical Eng},
 year = {2015},
 volume = {9631},
 pages = {96310B-96310B-6}}

@article{Yin2015,
 author = {Yin, Ting and Yang, Gaobo and Li, Leida and Zhang, Dengyong and Sun, Xingming},
 title = {Detecting Seam Carving Based Image Resizing Using Local Binary Patterns},
 journal = {Computers & Security},
 publisher = {Elsevier BV},
 year = {2015},
 volume = {55},
 pages = {130--141}}

@article{Youseph2015,
 author = {Youseph, Shahana N. and Cherian, Rajesh Roy},
 title = {Pixel and Edge Based Illuminant Color Estimation for Image Forgery Detection},
 journal = {Procedia Computer Science},
 year = {2015},
 volume = {46},
 number = {0},
 pages = {1635--1642}}

@article{Yu2015,
 author = {Yu, Liyang and Han, Qi and Yao, S. M. and Fang, Junbin},
 title = {An Improved Parameter Estimation Scheme for Image Modification Detection Based on DCT Coefficient Analysis},
 journal = {Forensic Science International},
 year = {2015}}

@inproceedings{Zampoglou2015,
 author = {Zampoglou, M. and Papadopoulos, S. and Kompatsiaris, Y.},
 title = {Detecting Image Splicing in the Wild (web)},
 booktitle = {Proc. IEEE Int Multimedia & Expo Workshops (ICMEW) Conf},
 year = {2015},
 pages = {1--6}}

@inproceedings{Zeng2015b,
 author = {Zeng, F. and Wang, W. and Tang, M. and Cao, Z.},
 title = {Exposing Blurred Image Forgeries through Blind Image Restoration},
 booktitle = {Proc. Cloud and Internet Computing (3PGCIC) 2015 10th Int. Conf. P2P, Parallel, Grid},
 year = {2015},
 pages = {466--469}}

@article{Zeng2015a,
 author = {Zeng, Hui},
 title = {Rebuilding the Credibility of Sensor-based Camera Source Identification},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer},
 year = {2015},
 pages = {1}}

@inproceedings{Zeng2015,
 author = {Zeng, Hui and Chen, Jiansheng and Kang, Xiangui and Zeng, Wenjun},
 title = {Removing Camera Fingerprint to Disguise Photograph Source},
 booktitle = {Proc. IEEE Int Image Processing (ICIP) Conf},
 year = {2015},
 pages = {1687--1691}}

@inproceedings{Zhan2015,
 author = {Zhan, L. and Zhu, Y.},
 title = {Passive Forensics for Image Splicing Based on PCA Noise Estimation},
 booktitle = {Proc. 10th Int. Conf. for Internet Technology and Secured Transactions (ICITST)},
 year = {2015},
 pages = {78--83}}

@inproceedings{Zhan2015a,
 author = {Zhan, L. and Zhu, Y.},
 title = {Passive forensics for image splicing based on PCA noise estimation},
 booktitle = {Proc. 10th Int. Conf. for Internet Technology and Secured Transactions (ICITST)},
 year = {2015},
 pages = {78--83}}

@incollection{Zhang2015,
 author = {Zhang, Yujin and Li, Shenghong and Wang, Shilin and Zhao, Xudong},
 title = {Identifying Image Splicing Based on Local Statistical Features in DCT and DWT Domain},
 booktitle = {The Proceedings of the Third International Conference on Communications, Signal Processing, and Systems},
 publisher = {Springer International Publishing},
 year = {2015},
 volume = {322},
 pages = {723--731}}

@inproceedings{Zhao2015c,
 author = {Zhao, Fuxing and Zhang, Rong and Guo, Haolong and Zhang, Yanhua},
 title = {Effective Digital Image Copy-move Location Algorithm Robust to Geometric Transformations},
 booktitle = {Proc. IEEE Int Signal Processing, Communications and Computing (ICSPCC) Conf},
 year = {2015},
 pages = {1--5}}

@article{Zhao2015,
 author = {Zhao, Jun-Hong},
 title = {Research on Image Passive Forensics Based on ASIFT and Circle Projection Features},
 journal = {JSCUT(Natural Science Edition)},
 year = {2015},
 volume = {42},
 number = {3}}

@article{Zhao2015a,
 author = {Zhao, Xudong and Wang, Shilin and Li, Shenghong and Li, Jianhua},
 title = {Passive Image-splicing Detection by a 2-D Noncausal Markov Model},
 journal = {Circuits and Systems for Video Technology, IEEE Transactions on},
 year = {2015},
 volume = {25},
 number = {2},
 pages = {185--199}}

@article{Zhen2015,
 author = {Zhen, Hua and Jinjiang, Li},
 title = {Exposing Image Sharpen Forgeries Based on Dyadic Contrast Contourlet},
 journal = {nternational Journal of Multimedia and Ubiquitous Engineering},
 year = {2015},
 volume = {10},
 number = {7}}

@article{Zheng2015,
 author = {Zheng, Jiangbin and Zhu, Tingge and Li, Zhe and Xing, Weiwei and Ren, JinChang},
 title = {Exposing Image Forgery by Detecting Traces of Feather Operation},
 journal = {Journal of Visual Languages & Computing},
 year = {2015},
 volume = {27},
 pages = {9--18}}

@article{Zhong2015a,
 author = {Zhong, Junliu and Gan, Yanfen},
 title = {Detection of Copy--move Forgery Using Discrete Analytical Fourier--mellin Transform},
 journal = {Nonlinear Dynamics},
 publisher = {Springer Netherlands},
 year = {2015},
 pages = {1--14}}

@article{Zhong2015b,
 author = {Zhong, Junliu and Gan, Yanfen},
 title = {Discrete Polar Complex Exponential Transform for Image Rotation Duplication Detection},
 journal = {Advanced Science and Technology Letters},
 year = {2015}}

@article{Zhong2015,
 author = {Zhong, Junliu and Gan, Yanfen and Xie, Shuai},
 title = {Radon Odd Radial Harmonic Fourier Moments in Detecting Cloned Forgery Image},
 journal = {Chaos, Solitons & Fractals},
 year = {2015},
 pages = {-}}

@inproceedings{Zhou2015,
 author = {Zhou, Z. . P. . and Hu, C. . Y. . and Zhou, C. . J. .},
 title = {Mobile Camera Source Identification Based on CFA Interpolation and Large Components of Sensor Pattern Noise},
 booktitle = {Proceedings of the International Conference on Control, Mechatronics and Automation Technology (ICCMAT 2014)},
 journal = {Control, Mechatronics and Automation Technology},
 year = {2015},
 pages = {239243}}

@book{Shi2015a,,
 title = {Digital-Forensics and Watermarking},
 publisher = {Springer International Publishing},
 year = {2015}}

@mastersthesis{AlAhmadi2014,
 author = {Al-Ahmadi, Amani, Ahmad},
 title = {Image Forgery Detection Exploiting Image Randomness},
 school = {King Saud University College of Computer & Information Sciences Department of Computer Science},
 year = {2014}}

@inproceedings{AliQureshi2014,
 author = {Ali Qureshi, M. and Deriche, M.},
 title = {A Review on Copy Move Image Forgery Detection Techniques},
 booktitle = {Multi-Conference on Systems, Signals & Devices (SSD), 2014 11th International},
 year = {2014},
 pages = {1--5}}

@inproceedings{Amerini2014b,
 author = {Amerini, Irene and Battisti, F. and Caldelli, R. and Carli, M. and Costanzo, A.},
 title = {Exploiting Perceptual Quality Issues in Countering SIFT-based Forensic Methods},
 booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
 year = {2014},
 pages = {2664--2668}}

@inproceedings{Amerini2014c,
 author = {Amerini, Irene and Becarelli, Rudy and Caldelli, Roberto and Mastio, Andrea Del},
 title = {Splicing Forgeries Localization through the Use of First Digit Features},
 booktitle = {2014 IEEE International Workshop on Information Forensics and Security (WIFS)},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2014},
 pages = {143--148}}

@article{Amerini2014a,
 author = {Amerini, Irene and Caldelli, R. and Crescenzi, P. and Mastio, A. Del and Marino, A.},
 title = {Blind Image Clustering Based on the Normalized Cuts Criterion for Camera Identification},
 journal = {Signal Processing: Image Communication},
 year = {2014},
 number = {0},
 pages = {-}}

@inproceedings{Amerini2014,
 author = {Amerini, Irene and Caldelli, Roberto and Del Bimbo, Alberto and Di Fuccia, Andrea and Saravo, Luigi and Rizzo, Anna Paola},
 title = {Copy-move Forgery Detection from Printed Images},
 booktitle = {Proc. SPIE 9028, Media Watermarking, Security, and Forensics 2014},
 journal = {Proc. SPIE},
 year = {2014},
 volume = {9028},
 pages = {90280Y-90280Y-10}}

@article{Amtullah2014,
 author = {Amtullah, Salma and Koul, Ajay},
 title = {Passive Image Forensic Method to Detect Copy Move Forgery in Digital Images},
 journal = {IOSR Journal of Computer Engineering (IOSR-JCE)},
 year = {2014},
 volume = {16},
 number = {2},
 pages = {96--104}}

@incollection{Anand2014,
 author = {Anand, Vijay and Hashmi, Mohammad Farukh and Keskar, Avinash G.},
 title = {A Copy Move Forgery Detection to Overcome Sustained Attacks Using Dyadic Wavelet Transform and SIFT Methods},
 booktitle = {Intelligent Information and Database Systems},
 publisher = {Springer International Publishing},
 year = {2014},
 volume = {8397},
 pages = {530--542}}

@article{Asati2014,
 author = {Asati, Ms. Shraddha R. and P.R.Pardhi, Mr.},
 title = {Exposing Digital Image Forgeries by Illumination Color Classification},
 journal = {International Journal of Engineering Trends and Technology},
 year = {2014},
 volume = {18},
 number = {6},
 pages = {269--271}}

@inproceedings{Ayalneh2014,
 author = {Ayalneh, Dessalegn Atnafu and Kim, Hyoung Joong and Choi, Yong Soo},
 title = {JPEG Copy Paste Forgery Detection Using Bag Optimized for Complex Images},
 booktitle = {Advanced Communication Technology (ICACT), 2014 16th International Conference on},
 year = {2014},
 pages = {181--185}}

@inproceedings{Bahrami2014,
 author = {Bahrami, K. and Kot, A. C.},
 title = {Image Tampering Detection by Exposing Blur Type Inconsistency},
 booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2014},
 pages = {2654--2658}}

@inproceedings{Bhartiya2014,
 author = {Bhartiya, Gunjan and Jalal, Anand Singh},
 title = {Image Forgery Detection Using Feature Based Clustering in JPEG Images},
 booktitle = {Industrial and Information Systems (ICIIS), 2014 9th International Conference on},
 year = {2014},
 pages = {1--5}}

@article{Birajdar2014,
 author = {Birajdar, Gajanan K. and Mankar, Vijay H.},
 title = {Blind Method for Rescaling Detection and Rescale Factor Estimation in Digital Images Using Periodic Properties of Interpolation},
 journal = {AEU - International Journal of Electronics and Communications},
 year = {2014},
 number = {0},
 pages = {-}}

@incollection{Bo2014,
 author = {Bo, Su and Quan-qiao, Yuan and Shi-lin, Wang and Cheng-lin, Zhao and Shen-ghong, Li},
 title = {Image Splicing Detection Based on Improved Markov Model},
 booktitle = {The Proceedings of the Second International Conference on Communications, Signal Processing, and Systems},
 publisher = {Springer International Publishing},
 year = {2014},
 volume = {246},
 pages = {127--135}}

@electronic{Bojinov2014,
 author = {Bojinov, Hristo and Boneh, Dan and Michakevsky, Yan and Nakibly, Gabi},
 title = {Mobile Device Identification Via Sensor Fingerprinting},
 year = {2014}}

@article{Cao2014a,
 author = {Cao, G. and Zhao, Y. and Ni, R. and Li, X.},
 title = {Contrast Enhancement Based Forensics in Digital Images},
 journal = {Information Forensics and Security, IEEE Transactions on},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2014},
 volume = {9},
 number = {99},
 pages = {515--525}}

@article{Cao2014c,
 author = {Cao, G. and Zhao, Y. and Ni, R. and Li, X.},
 title = {Contrast Enhancement-Based Forensics in Digital Images},
 journal = {#IEEE_J_IFS#},
 year = {2014},
 volume = {9},
 number = {3},
 pages = {515--525}}

@article{Cao2014b,
 author = {Cao, Gang and Zhao, Yao and Ni, Rongrong and Ou, Bo and Wang, Yongbin},
 title = {Forensic Detection of Noise Addition in Digital Images},
 journal = {Journal of Electronic Imaging},
 publisher = {SPIE-Intl Soc Optical Eng},
 year = {2014},
 volume = {23},
 number = {2},
 pages = {023004}}

@article{Cao2014,
 author = {Cao, Gang and Zhao, Yao and Ni, RongRong and Tian, HuaWei and Yu, LiFang},
 title = {Attacking Contrast Enhancement Forensics in Digital Images},
 journal = {Science China Information Sciences},
 publisher = {Springer Berlin Heidelberg},
 year = {2014},
 volume = {57},
 number = {5},
 pages = {1--13}}

@inproceedings{Cattaneo2014a,
 author = {Cattaneo, G. and Roscigno, G.},
 title = {A Possible Pitfall in the Experimental Analysis of Tampering Detection Algorithms},
 booktitle = {Network-Based Information Systems (NBiS), 2014 17th International Conference on},
 year = {2014},
 pages = {279--286}}

@inproceedings{Cattaneo2014,
 author = {Cattaneo, G. and Roscigno, G. and Petrillo, U. F.},
 title = {A Scalable Approach to Source Camera Identification Over Hadoop},
 booktitle = {Advanced Information Networking and Applications (AINA), 2014 IEEE 28th International Conference on},
 year = {2014},
 pages = {366--373}}

@article{Chang2014,
 author = {Chang, Tang-You and Tai, Shen-Chuan and Lin, Guo-Shiang},
 title = {A Passive Multi-purpose Scheme Based on Periodicity Analysis of CFA Artifacts for Image Forensics},
 journal = {Journal of Visual Communication and Image Representation},
 year = {2014},
 number = {0},
 pages = {-}}

@inbook{Cheddad2014,
 author = {Cheddad, Abbas},
 title = {Digital Forgery},
 booktitle = {The Encyclopedia of Criminology and Criminal Justice},
 publisher = {Blackwell Publishing Ltd},
 year = {2014}}

@inproceedings{Chen2014a,
 author = {Chen, C. and Li, H. and Luo, W. and Yang, R. and Huang, J.},
 title = {Anti-forensics of JPEG Detectors Via Adaptive Quantization Table Replacement},
 booktitle = {Proc. 22nd Int Pattern Recognition (ICPR) Conf},
 year = {2014},
 pages = {672--677}}

@article{Chen2014b,
 author = {Chen, C. and Ni, J. and Shen, Z.},
 title = {Effective Estimation of Image Rotation Angle Using Spectral Method},
 journal = {IEEE Signal Processing Letters},
 year = {2014},
 volume = {21},
 number = {7},
 pages = {890--894}}

@inproceedings{Chen2014,
 author = {Chen, Z. and Zhao, Y. and Ni, R.},
 title = {Detecting the operation chain in digital images by type and order fingerprint},
 booktitle = {Proc. 12th Int. Conf. Signal Processing (ICSP)},
 year = {2014},
 pages = {1837--1842}}

@article{Chierchia2014a,
 author = {Chierchia, G. and Cozzolino, D. and Poggi, G. and Sansone, C. and Verdoliva, L.},
 title = {Guided Filtering for PRNU-based Localization of Small-size Image Forgeries},
 booktitle = {2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
 journal = {International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2014}}

@inproceedings{Chierchia2014b,
 author = {Chierchia, G. and Cozzolino, D. and Poggi, G. and Sansone, C. and Verdoliva, L.},
 title = {Guided Filtering for PRNU-based Localization of Small-size Image Forgeries},
 booktitle = {Proc. Speech and Signal Processing (ICASSP) 2014 IEEE Int. Conf. Acoustics},
 year = {2014},
 pages = {6231--6235}}

@article{Chierchia2014,
 author = {Chierchia, Giovanni and Poggi, Giovanni and Sansone, Carlo and Verdoliva, Luisa},
 title = {A Bayesian-mrf Approach for PRNU-based Image Forgery Detection},
 journal = {IEEE Trans.Inform.Forensic Secur.},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2014},
 volume = {9},
 number = {4},
 pages = {554--567}}

@inproceedings{Chihaoui2014,
 author = {Chihaoui, T. and Bourouis, S. and Hamrouni, K.},
 title = {Copy-move Image Forgery Detection Based on SIFT Descriptors and SVD-matching},
 booktitle = {Advanced Technologies for Signal and Image Processing (ATSIP), 2014 1st International Conference on},
 year = {2014},
 pages = {125--129}}

@incollection{Chittapur2014,
 author = {Chittapur, Govindraj B. and Murali, S. and Prabhakara, H. S. and Anami, Basavaraj S.},
 title = {Exposing Digital Forgery in Video by Mean Frame Comparison Techniques},
 booktitle = {Emerging Research in Electronics, Computer Science and Technology},
 publisher = {Springer},
 year = {2014}}

@inproceedings{Chu2014,
 author = {Chu, X. and Chen, Y. and Stamm, M. C. and Liu, K. J. R.},
 title = {Information theoretical limit of compression forensics},
 booktitle = {Proc. Speech and Signal Processing (ICASSP) 2014 IEEE Int. Conf. Acoustics},
 year = {2014},
 pages = {2689--2693}}

@inproceedings{Conotter2014,
 author = {Conotter, V. and Bodnari, E. and Boato, G. and Farid, H.},
 title = {Physiologically-based Detection of Computer Generated Faces in Video},
 booktitle = {Proc. IEEE Int Image Processing (ICIP) Conf},
 year = {2014},
 pages = {248--252}}

@phdthesis{Costanzo2014a,
 author = {Costanzo Piccinnano, Andrea},
 title = {Techniques for Digital Image Forensics and Counter-forensics},
 school = {Università degli studi di siena},
 year = {2014}}

@article{Costanzo2014,
 author = {Costanzo, A. and Amerini, Irene and Caldelli, R. and Barni, Mauro},
 title = {Forensic Analysis of SIFT Keypoint Removal and Injection},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2014},
 volume = {9},
 number = {9},
 pages = {1450--1464}}

@inproceedings{Cozzolino2014a,
 author = {Cozzolino, D. and Gragnaniello, D. and Verdoliva, L.},
 title = {Image Forgery Detection through Residual-based Local Descriptors and Block-matching},
 booktitle = {Image Processing (ICIP), 2014 IEEE International Conference on},
 year = {2014},
 pages = {5297--5301}}

@inproceedings{Cozzolino2014b,
 author = {Cozzolino, D. and Gragnaniello, D. and Verdoliva, L.},
 title = {Image Forgery Localization through the Fusion of Camera-based, Feature-based and Pixel-based Techniques},
 booktitle = {Image Processing (ICIP), 2014 IEEE International Conference on},
 year = {2014},
 pages = {5302--5306}}

@inproceedings{Cozzolino2014,
 author = {Cozzolino, D. and Poggi, G. and Verdoliva, L.},
 title = {Copy-move Forgery Detection Based on Patchmatch},
 booktitle = {Image Processing (ICIP), 2014 IEEE International Conference on},
 year = {2014},
 pages = {5312--5316}}

@incollection{Dadkhah2014,
 author = {Dadkhah, Sajjad and Manaf, Azizah Abd and Sadeghi, Somayeh},
 title = {Efficient Image Authentication and Tamper Localization Algorithm Using Active Watermarking},
 booktitle = {Bio-inspiring Cyber Security and Cloud Services: Trends and Innovations},
 publisher = {Springer},
 year = {2014}}

@inproceedings{Dang-Nguyen2014a,
 author = {Dang-Nguyen, D. T. and Conotter, V. and Boato, G. and Natale, F. G. B. De},
 title = {Video forensics based on expression dynamics},
 booktitle = {Proc. IEEE Int. Workshop Information Forensics and Security (WIFS)},
 year = {2014},
 pages = {161--166}}

@phdthesis{Dang-Nguyen2014,
 author = {Dang-Nguyen, Duc-Tien},
 title = {Discrimination of Computer Generated Versus Natural Human Faces},
 school = {University of Trento, UNITN},
 year = {2014}}

@inproceedings{DeRosa2014,
 author = {De Rosa, A. and Piva, A. and Fontani, M. and Iuliani, M.},
 title = {Investigating Multimedia Contents},
 booktitle = {Security Technology (ICCST), 2014 International Carnahan Conference on},
 year = {2014},
 pages = {1--6}}

@inproceedings{Debbarma2014,
 author = {Debbarma, S. and Singh, A. B. and Singh, K. M.},
 title = {Keypoints Based Copy-move Forgery Detection of Digital Images},
 booktitle = {Proc. Int Informatics, Electronics Vision (ICIEV) Conf},
 year = {2014},
 pages = {1--5}}

@inproceedings{Debiasi2014,
 author = {Debiasi, Luca and Uhl, Andreas and Sun, Zhenan},
 title = {Generation of Iris Sensor PRNU Fingerprints from Uncorrelated Data},
 booktitle = {Biometrics and Forensics (IWBF), 2014 International Workshop on},
 year = {2014},
 pages = {1--6}}

@article{Diane2014,
 author = {Diane, Wandji Nanda Nathalie and Xingming, Sun and KueMoise, Fah},
 title = {A Survey of Partition-based Techniques for Copy-move Forgery Detection},
 journal = {The Scientific World Journal},
 year = {2014}}

@inproceedings{Dietz2014,
 author = {Dietz, Henry Gordon},
 title = {Out-of-focus Point Spread Functions},
 booktitle = {Proc. SPIE 9023, Digital Photography X, 90230J (March 7, 2014)},
 journal = {Proc. SPIE},
 year = {2014},
 volume = {9023},
 pages = {90230J-90230J-11}}

@article{Ding2014,
 author = {Ding, Feng and Zhu, Guopu and Shi, Yun Qing},
 title = {A Novel Method for Detecting Image Sharpening Based on Local Binary Pattern},
 journal = {Digital-Forensics and Watermarking},
 publisher = {Springer},
 year = {2014}}

@article{Dirik2014,
 author = {Dirik, Ahmet Emir and Karakücük, Ahmet},
 title = {Forensic Use of Photo Response Non-uniformity of Imaging Sensors and a Counter Method},
 journal = {Optics Express},
 year = {2014},
 volume = {22},
 number = {1},
 pages = {-}}

@article{Dirik2014a,
 author = {Dirik, A. E. and Sencar, H. T. and Memon, N.},
 title = {Analysis of Seam-carving-based Anonymization of Images against PRNU Noise Pattern-based Source Attribution},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2014},
 volume = {9},
 number = {12},
 pages = {2277--2290}}

@incollection{Doyoddorj2014,
 author = {Doyoddorj, Munkhbaatar and Rhee, Kyung-Hyune},
 title = {Robust Copy-move Forgery Detection Based on Dual-transform},
 booktitle = {Digital Forensics and Cyber Crime},
 journal = {Digital Forensics and Cyber Crime},
 publisher = {Springer},
 year = {2014}}

@article{Dupplaw2014,
 author = {Dupplaw, DavidPaul and Matthews, Michael and Johansson, Richard and Boato, Giulia and Costanzo, Andrea and Fontani, Marco and Minack, Enrico and Demidova, Elena and Blanco, Roi and Griffiths, Thomas and Lewis, Paul and Hare, Jonathon and Moschitti, Alessandro},
 title = {Information Extraction from Multimedia Web Documents: An Open-source Platform and Testbed},
 journal = {International Journal of Multimedia Information Retrieval},
 publisher = {Springer London},
 year = {2014},
 pages = {1--15}}

@article{El-Alfy2014,
 author = {El-Alfy, E.-Sayed M. and Qureshi, Muhammad Ali},
 title = {Combining Spatial and DCT Based Markov Features for Enhanced Blind Detection of Image Splicing},
 journal = {Pattern Analysis and Applications},
 publisher = {Springer London},
 year = {2014},
 pages = {1--11}}

@misc{Elkasrawi2014,
 author = {Elkasrawi, Sara and Shafait, Faisal},
 title = {Printer Identification Using Supervised Learning for Document Forgery Detection},
 year = {2014}}

@inproceedings{Fadl2014a,
 author = {Fadl, S. M. and Semary, N. A.},
 title = {A Proposed Accelerated Image Copy-move Forgery Detection},
 booktitle = {Visual Communications and Image Processing Conference, 2014 IEEE},
 year = {2014},
 pages = {253--257}}

@inproceedings{Fadl2014,
 author = {Fadl, S. M. and Semary, N. A. and Hadhoud, M. M.},
 title = {Copy-rotate-move Forgery Detection Based on Spatial Domain},
 booktitle = {Computer Engineering & Systems (ICCES), 2014 9th International Conference on},
 year = {2014},
 pages = {136--141}}

@incollection{Fadl2014b,
 author = {Fadl, Sondos M. and Semary, Noura A. and Hadhoud, Mohiy M.},
 title = {Fan Search for Image Copy-move Forgery Detection},
 booktitle = {Advanced Machine Learning Technologies and Applications},
 publisher = {Springer},
 year = {2014}}

@inproceedings{Fahmy2014,
 author = {Fahmy, G.},
 title = {Nonorthogonal DCT Implementation for JPEG Forensics},
 booktitle = {Hybrid Intelligent Systems (HIS), 2014 14th International Conference on},
 year = {2014},
 pages = {7--11}}

@inproceedings{Fahmy2014a,
 author = {Fahmy, G.},
 title = {Nonorthogonal DCT Block Convergence for JPEG-75 Forensics},
 booktitle = {Proc. IEEE Int. Symp. Signal Processing and Information Technology (ISSPIT)},
 year = {2014},
 pages = {000349--000353}}

@article{Fan2014,
 author = {Fan, Wei and Wang, Kai and Cayre, F. and Xiong, Zhang},
 title = {JPEG Anti-forensics with Improved Tradeoff between Forensic Undetectability and Image Quality},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2014},
 volume = {9},
 number = {8},
 pages = {1211--1226}}

@article{Fan2014a,
 author = {Fan, W. and Wang, K. and Cayre, F. and Xiong, Z.},
 title = {JPEG Anti-Forensics With Improved Tradeoff Between Forensic Undetectability and Image Quality},
 journal = {#IEEE_J_IFS#},
 year = {2014},
 volume = {9},
 number = {8},
 pages = {1211--1226}}

@inproceedings{Fattah2014,
 author = {Fattah, S. A. and Ullah, M. M. I. and Ahmed, M. and Ahmmed, I. and Shahnaz, C.},
 title = {A Scheme for Copy-move Forgery Detection in Digital Images Based on 2D-DWT},
 booktitle = {Circuits and Systems (MWSCAS), 2014 IEEE 57th International Midwest Symposium on},
 year = {2014},
 pages = {801--804}}

@incollection{Ferreira2014,
 author = {Ferreira, Anselmo and Rocha, Anderson},
 title = {A Multiscale and Multi-perturbation Blind Forensic Technique for Median Detecting},
 booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications},
 publisher = {Springer Science mathplus Business Media},
 year = {2014},
 pages = {302--310}}

@phdthesis{Fontani2014a,
 author = {Fontani, Marco},
 title = {Digital Forensic Techniques for Splicing Detection in Multimedia Contents},
 school = {UNIVERSITÀ DEGLI STUDI DI SIENA Dipartimento di Ingegneria dell'Informazione e Scienze Matematiche},
 year = {2014}}

@inproceedings{Fontani2014,
 author = {Fontani, Marco and Bonchi, Alessandro and Piva, Alessandro and Barni, Mauro},
 title = {Countering Anti-forensics by Means of Data Fusion},
 booktitle = {Proc. SPIE 9028, Media Watermarking, Security, and Forensics 2014},
 journal = {Proc. SPIE},
 year = {2014},
 volume = {9028},
 pages = {90280Z-90280Z-15}}

@inproceedings{Francis2014,
 author = {Francis, Kiran and Gholap, Sandeep and Bora, P. K.},
 title = {Illuminant Colour Based Image Forensics Using Mismatch in Human Skin Highlights},
 booktitle = {Communications (NCC), 2014 Twentieth National Conference on},
 year = {2014},
 pages = {1--6}}

@inproceedings{Francis2014a,
 author = {Francis, K. and Gholap, S. and Bora, P. K.},
 title = {Illuminant colour based image forensics using mismatch in human skin highlights},
 booktitle = {Proc. Twentieth National Conf. Communications (NCC)},
 year = {2014},
 pages = {1--6}}

@mastersthesis{Gaborini2014,
 author = {Gaborini, Lorenzo},
 title = {Image Tampering Detection and Localization},
 school = {Politecnico di Milano},
 year = {2014}}

@inproceedings{Gaborini2014a,
 author = {Gaborini, L. and Bestagini, P. and Milani, S. and Tagliasacchi, M. and Tubaro, S.},
 title = {Multi-clue Image Tampering Localization},
 booktitle = {Information Forensics and Security (WIFS), 2014 IEEE International Workshop on},
 year = {2014},
 pages = {125--130}}

@article{Galvan2014,
 author = {Galvan, F. and Puglisi, Giovanni and Bruna, A. R. and Battiato, Sebastiano},
 title = {First Quantization Matrix Estimation from Double Compressed JPEG Images},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2014},
 volume = {9},
 number = {8},
 pages = {1299--1310}}

@article{Gan2014,
 author = {Gan, Yanfen and Zhong, Junli},
 title = {Image Copy-move Tamper Blind Detection Algorithm Based on Integrated Feature Vectors},
 journal = {Journal of Chemical and Pharmaceutical Research},
 year = {2014},
 volume = {6},
 number = {6},
 pages = {1584--1590}}

@article{Gao2014,
 author = {Gao, Shang and Zhang, Cong and Wu, Chan-Le and Ye, Gang and Huang, Lei},
 title = {A Hybrid Feature Based Method for Distinguishing Computer Graphics and Photographic Image},
 journal = {Digital-Forensics and Watermarking},
 publisher = {Springer},
 year = {2014}}

@inproceedings{Ge2014a,
 author = {Ge, H. and Malik, H.},
 title = {Exposing image forgery using inconsistent reflection vanishing point},
 booktitle = {Proc. Int Audio, Language and Image Processing (ICALIP) Conf},
 year = {2014},
 pages = {282--286}}

@article{Ge2014,
 author = {Ge, Lu},
 title = {Image Perspective Invariant Features Algorithm Based on Particle Swarm Optimization},
 journal = {Journal of Multimedia},
 year = {2014},
 volume = {9},
 number = {3}}

@inproceedings{Gencturk2014,
 author = {Gencturk, Beste and Nabiyev, Vasif and Ulutas, Guzin and Ulutas, Mustafa},
 title = {A Hybrid Image Authentication Method Robust to JPEG Attacks},
 booktitle = {Proc. 22nd Signal Processing and Communications Applications Conf. (SIU)},
 publisher = {Institute of Electrical & Electronics Engineers (IEEE)},
 year = {2014},
 pages = {1596--1599}}

@mastersthesis{Gieske2014,
 author = {Gieske, Shanron A.},
 title = {Search Optimization through JPEG Quantization Tables},
 school = {University of Amsterdam Faculty of Science},
 year = {2014}}

@inproceedings{Gironi2014,
 author = {Gironi, A. and Fontani, M. and Bianchi, T. and Piva, A. and Barni, Mauro},
 title = {A Video Forensic Technique for Detecting Frame Deletion and Insertion},
 booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
 year = {2014},
 pages = {6226--6230}}

@article{Gisolf2014,
 author = {Gisolf, Floris and Barens, Pelle and Snel, Ewald and Malgoezar, Anwar and Vos, Mark and Mieremet, Arjan and Geradts, Zeno},
 title = {Common Source Identification of Images in Large Databases},
 journal = {Forensic Science International},
 publisher = {Elsevier BV},
 year = {2014},
 volume = {244},
 pages = {222--230}}

@article{Gloe2014,
 author = {Gloe, Thomas and Fischer, André and Kirchner, Matthias},
 title = {Forensic Analysis of Video File Formats},
 journal = {Digital Investigation},
 year = {2014},
 volume = {11, Supplement 1},
 number = {0},
 pages = {68--76}}

@techreport{Goljan2014,
 author = {Goljan, Miroslav and Fridrich, Jessica},
 title = {Estimation of Lens Distortion Correction from Single Images},
 school = {Department of ECE, SUNY Binghamton, NY, USA},
 year = {2014}}

@inproceedings{Gui2014,
 author = {Gui, X. and Li, X. and Qi, W. and Yang, B.},
 title = {Blind Median Filtering Detection Based on Histogram Features},
 booktitle = {Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conf. (APSIPA)},
 year = {2014},
 pages = {1--4}}

@inproceedings{Guicquero2014,
 author = {Guicquero, W. and Benetti, M. and Peizerat, A. and Dupret, A. and Vandergheynst, P.},
 title = {On Compensating Unknown Pixel Behaviors for Image Sensors with Embedded Processing},
 booktitle = {Signals, Systems and Computers, 2014 48th Asilomar Conference on},
 year = {2014},
 pages = {933--937}}

@inproceedings{Hashmi2014,
 author = {Hashmi, M. F. and Anand, V. and Keskar, A. G.},
 title = {A Copy-move Image Forgery Detection Based on Speeded up Robust Feature Transform and Wavelet Transforms},
 booktitle = {Computer and Communication Technology (ICCCT), 2014 International Conference on},
 year = {2014},
 pages = {147--152}}

@article{Hashmi2014a,
 author = {Hashmi, Mohammad Farukh and Anand, Vijay and Keskar, Avinas G.},
 title = {Copy-move Image Forgery Detection Using an Efficient and Robust Method Combining Un-decimated Wavelet Transform and Scale Invariant Feature Transform},
 journal = {AASRI Procedia},
 publisher = {Elsevier BV},
 year = {2014},
 volume = {9},
 pages = {84--91}}

@inproceedings{Hou2014,
 author = {Hou, Jong-Uk and Jang, Han-Ul and Lee, Heung-Kyu},
 title = {Hue Modification Estimation Using Sensor Pattern Noise},
 booktitle = {Image Processing (ICIP), 2014 IEEE International Conference on},
 year = {2014},
 pages = {5287--5291}}

@article{Hu2014,
 author = {Hu, Yongjian and Li, Chang-Tsun and Lai, Zhimao},
 title = {Fast Source Camera Identification Using Matching Signs between Query and Reference Fingerprints},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer US},
 year = {2014},
 pages = {1--24}}

@incollection{Huang2014,
 author = {Huang, Deng-Yuan and Lin, Ta-Wei and Hu, Wu-Chih and Chou, Chih-Hung},
 title = {Boosting Scheme for Detecting Region Duplication Forgery in Digital Images},
 booktitle = {Genetic and Evolutionary Computing},
 publisher = {Springer International Publishing},
 year = {2014},
 volume = {238},
 pages = {125--133}}

@article{Hussain2014a,
 author = {Hussain, Muhammad and Qasem, Sahar and Bebis, George and Muhammad, Ghulam and Aboalsamh, Hatim and Mathkour, Hassan},
 title = {Evaluation of Image Forgery Detect Ion Using Multi - Scale Weber Local Descript Ors},
 journal = {International Journal on Artificial Intelligence Tools},
 year = {2014},
 volume = {XX},
 number = {X},
 pages = {1--27}}

@inproceedings{Hussain2014,
 author = {Hussain, Muhammad and Saleh, Sahar Q. and Aboalsamh, Hatim and Muhammad, Ghulam and Bebis, George},
 title = {Comparison between Wld and LBP Descriptors for Non-intrusive Image Forgery Detection},
 booktitle = {Innovations in Intelligent Systems and Applications (INISTA) Proceedings, 2014 IEEE International Symposium on},
 year = {2014},
 pages = {197--204}}

@inproceedings{Indumathi2014,
 author = {Indumathi, J. and Amala, S. P.},
 title = {State-of-the-art in Block Based Copy Move Forgery Detection},
 booktitle = {Proc of the itl. Conf. on Cryptography and Security 2014 (ICCS)},
 year = {2014}}

@inproceedings{Iuliani2014,
 author = {Iuliani, M. and Rossetto, S. and Bianchi, T. and De Rosa, Alessia and Piva, A. and Barni, Mauro},
 title = {Image Counter-forensics Based on Feature Injection},
 booktitle = {Proc. SPIE 9028, Media Watermarking, Security, and Forensics 2014},
 journal = {Proc. SPIE},
 year = {2014},
 volume = {9028},
 pages = {902810-902810-15}}

@inproceedings{Jeong2014,
 author = {Jeong, B. G. and Eom, I. K.},
 title = {Image manipulation detection using Edge-based segmentation and statistical property of wavelet coefficients},
 booktitle = {Proc. Int Electronics, Information and Communications (ICEIC) Conf},
 year = {2014},
 pages = {1--2}}

@article{Jiao2014,
 author = {Jiao, Lixin and Du, Zhenglong},
 title = {Copy-paste Image Forgery Blind Detection Based on Mean Shift},
 journal = {Journal of Computer Applications},
 year = {2014},
 volume = {34},
 number = {3},
 pages = {806--809}}

@article{Kang2014,
 author = {Kang, Xiangui and Chen, Jiansheng and Lin, Kerui and Anjie, Peng},
 title = {A Context-adaptive Spn Predictor for Trustworthy Source Camera Identification},
 journal = {EURASIP Journal on Image and Video Processing},
 year = {2014},
 volume = {2014},
 number = {1},
 pages = {19}}

@article{Kato2014,
 author = {Kato, Hirokazu and Nagao, Toshiyuki and Fujiwara, Hideaki and Kondo, Katsuya},
 title = {Boundary Detection of Altered Region by Differential Features on Camera Response Function},
 journal = {International Journal of Signal Processing Systems},
 year = {2014},
 volume = {2},
 number = {1},
 pages = {31--36}}

@article{Ke2014,
 author = {Ke, Yongzhen and Min, Weidong and Qin, Fan and Shang, Junjun},
 title = {Image Forgery Detection Based on Semantics},
 journal = {International Journal of Hybrid Information Technology},
 year = {2014},
 volume = {1},
 number = {7},
 pages = {109--124}}

@article{Ke2014a,
 author = {Ke, Yongzhen and Qin, Fan and Min, Weidong and Zhangws, Guiling},
 title = {Exposing Image Forgery by Detecting Consistency of Shadow},
 journal = {The Scientific World Journal},
 year = {2014},
 volume = {2014}}

@article{Kee2014,
 author = {Kee, Eric and O'brien, James F. and Farid, Hany},
 title = {Exposing Photo Manipulation from Shading and Shadows},
 journal = {ACM Transactions on Graphics},
 publisher = {Association for Computing Machinery (ACM)},
 year = {2014},
 volume = {33},
 number = {5},
 pages = {1--21}}

@inproceedings{Ketenci2014a,
 author = {Ketenci, S. and Uluta&x015F, G.},
 title = {Replication Regions Detection in Images Based on Frequency Analysis of Blocks},
 booktitle = {Proc. 22nd Signal Processing and Communications Applications Conf. (SIU)},
 year = {2014},
 pages = {461--464}}

@inproceedings{Ketenci2014b,
 author = {Ketenci, S. and Ulutas, G.},
 title = {Replication Regions Detection in Images Based on Frequency Analysis of Blocks},
 booktitle = {Signal Processing and Communications Applications Conference (SIU), 2014 22nd},
 year = {2014},
 pages = {461--464}}

@inproceedings{Ketenci2014d,
 author = {Ketenci, S. and Ulutaş, G.},
 title = {Replication Regions Detection in Images Based on Frequency Analysis of Blocks},
 booktitle = {Proc. 22nd Signal Processing and Communications Applications Conf. (SIU)},
 year = {2014},
 pages = {461--464}}

@inproceedings{Ketenci2014,
 author = {Ketenci, S. and Ulutas, G. and Ulutas, M.},
 title = {Detection of Duplicated Regions in Images Using 1D-Fourier Transform},
 booktitle = {Systems, Signals and Image Processing (IWSSIP), 2014 International Conference on},
 year = {2014},
 pages = {171--174}}

@inproceedings{Khamankar2014,
 author = {Khamankar, S. M. and Madankar, M. S.},
 title = {Exposing Digital Image Forgeries from near Duplicate Images},
 booktitle = {Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on},
 year = {2014},
 pages = {924--928}}

@inproceedings{Kharboutly2014,
 author = {Kharboutly, A. and Puech, W. and Subsol, G. and Hoa, D.},
 title = {CT-scanner Identification Based on Sensor Noise Analysis},
 booktitle = {Visual Information Processing (EUVIP), 2014 5th European Workshop on},
 year = {2014},
 pages = {1--5}}

@inproceedings{Kim2014,
 author = {Kim, Do-Guk and Lee, Heung-Kyu},
 title = {Color Laser Printer Identification Using Photographed Halftone Images},
 booktitle = {Proceedings of the 17th European Signal Processing Conference (EUSIPCO 2014)},
 year = {2014}}

@inproceedings{Lee2014,
 author = {Lee, Gil-Beom and Shin, Youn-chul and Park, Joo-heon and Lee, Myeong-jin},
 title = {Low-complexity Camera Tamper Detection Based on Edge Information},
 booktitle = {Consumer Electronics - Taiwan (ICCE-TW), 2014 IEEE International Conference on},
 year = {2014},
 pages = {155--156}}

@inproceedings{Lee2014a,
 author = {Lee, H. and Kim, C.},
 title = {Blurred image region detection and segmentation},
 booktitle = {Proc. IEEE Int. Conf. Image Processing (ICIP)},
 year = {2014},
 pages = {4427--4431}}

@article{Li2014f,
 author = {Li, Bin and Ng, Tian-Tsong and Li, Xiaolong and Tan, Shunquan and Huang, Jiwu},
 title = {JPEG Noises beyond the First Compression Cycle},
 journal = {arXiv:1405.7571},
 year = {2014}}

@incollection{Li2014,
 author = {Li, Fugui and Huang, Tianqiang},
 title = {Video Copy-move Forgery Detection and Localization Based on Structural Similarity},
 booktitle = {Proceedings of the 3rd International Conference on Multimedia Technology (ICMT 2013)},
 publisher = {Springer Berlin Heidelberg},
 year = {2014},
 volume = {278},
 pages = {63--76}}

@article{Li2014c,
 author = {Li, Haodong and Luo, Weiqi and Huang, Jiwu},
 title = {Anti-forensics of Double JPEG Compression with the Same Quantization Matrix},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer US},
 year = {2014},
 pages = {1--16}}

@incollection{Li2014a,
 author = {Li, Kunlun and Li, Hexin and Yang, Bo and Meng, Qi and Luo, Shangzong},
 title = {Detection of Image Forgery Based on Improved PCA-SIFT},
 booktitle = {Computer Engineering and Networking},
 publisher = {Springer International Publishing},
 year = {2014},
 volume = {277},
 pages = {679--686}}

@article{Li2014h,
 author = {Li, Leida and Li, Shushang and Zhu, Hancheng and Wu, Xiaoyue},
 title = {Detecting Copy-move Forgery under Affine Transforms for Image Forensics},
 journal = {Computers & Electrical Engineering},
 publisher = {Elsevier BV},
 year = {2014},
 volume = {40},
 number = {6},
 pages = {1951--1962}}

@inproceedings{Li2014d,
 author = {Li, Ruizhe and Guan, Yu and Li, Chang-Tsun},
 title = {PCA-based Denoising of Sensor Pattern Noise for Source Camera Identification},
 booktitle = {Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit & International Conference on},
 year = {2014},
 pages = {436--440}}

@inproceedings{Li2014b,
 author = {Li, Ruizhe and Li, Chang-Tsun and Guan, Yu},
 title = {A Reference Estimator Based on Composite Sensor Pattern Noise for Source Device Identification},
 booktitle = {Proc. SPIE 9028, Media Watermarking, Security, and Forensics 2014},
 journal = {Proc. SPIE},
 year = {2014},
 volume = {9028},
 pages = {90280O-90280O-7}}

@article{Li2014e,
 author = {Li, Yan and Zhou, Ya-jian and Yuan, Kai-guo and Guo, Yu-cui and Niu, Xin-xin},
 title = {Exposing Photo Manipulation with Inconsistent Perspective Geometry},
 journal = {The Journal of China Universities of Posts and Telecommunications},
 year = {2014},
 volume = {21},
 number = {4},
 pages = {83--104}}

@article{Li2014g,
 author = {Li, Zhaohong and Zhang, Zhenzhen and Shi, Yunqing},
 title = {Distinguishing Computer Graphics from Photographic Images Using a Multiresolution Approach Based on Local Binary Patterns},
 journal = {Security and Communication Networks},
 year = {2014}}

@article{Liu2014a,
 author = {Liu, Bo and Pun, Chi Man},
 title = {HSV Based Image Forgery Detection for Copy-move Attack},
 journal = {Material Science and Engeneering},
 year = {2014},
 volume = {556-562},
 pages = {2825--2828}}

@article{Liu2014,
 author = {Liu, Bo and Pun, C.-M. and Yuan, Xiao-Chen},
 title = {Digital Image Forgery Detection Using JPEG Features and Local Noise Discrepancies},
 journal = {The Scientific World Journal},
 year = {2014}}

@inproceedings{Liu2014c,
 author = {Liu, Fang and Wang, Hui and Cheng, Lee-Ming and Ho, Anthony T. S. and Li, Shujun},
 title = {Enhanced Perceptual Image Authentication with Tamper Localization and Self-restoration},
 booktitle = {Multimedia and Expo (ICME), 2014 IEEE International Conference on},
 year = {2014},
 pages = {1--6}}

@electronic{Liu2014b,
 author = {Liu, Jingxian and Kang, Xiangui},
 title = {Anti-forensics of Video Frame Deletion},
 journal = {paper.edu.cn},
 year = {2014}}

@inproceedings{Liu2014d,
 author = {Liu, Lu and Ni, Rongrong and Zhao, Yao and Li, Siran},
 title = {Improved SIFT-based Copy-move Detection Using Bfsn Clustering and CFA Features},
 booktitle = {Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2014 Tenth International Conference on},
 year = {2014},
 pages = {626--629}}

@inproceedings{Liu2014e,
 author = {Liu, Y. and Zhao, Y. and Ni, R.},
 title = {Forensics of Image Blurring and Sharpening History Based on NSCT Domain},
 booktitle = {Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conf. (APSIPA)},
 year = {2014},
 pages = {1--4}}

@inproceedings{Liu2014f,
 author = {Liu, Y. and Zhao, Y. and Ni, R.},
 title = {Forensics of image blurring and sharpening history based on NSCT domain},
 booktitle = {Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conf. (APSIPA)},
 year = {2014},
 pages = {1--4}}

@inproceedings{Luo2014,
 author = {Luo, D. and Yang, R. and Huang, J.},
 title = {Detecting double compressed AMR audio using deep learning},
 booktitle = {Proc. Speech and Signal Processing (ICASSP) 2014 IEEE Int. Conf. Acoustics},
 year = {2014},
 pages = {2669--2673}}

@article{Makkena2014,
 author = {Makkena, P. and Rajagopalan, A. and Seetharaman, G.},
 title = {Harnessing Motion Blur to Unveil Splicing},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2014},
 volume = {PP},
 number = {99},
 pages = {1--1}}

@incollection{Malviya2014,
 author = {Malviya, Pankaj and Naskar, Ruchira},
 title = {Digital Forensic Technique for Double Compression Based JPEG Image Forgery Detection},
 booktitle = {Information Systems Security},
 publisher = {Springer},
 year = {2014}}

@inproceedings{Marra2014,
 author = {Marra, F. and Roli, F. and Cozzolino, D. and Sansone, C. and Verdoliva, L.},
 title = {Attacking the Triangle Test in Sensor-based Camera Identification},
 booktitle = {Image Processing (ICIP), 2014 IEEE International Conference on},
 year = {2014},
 pages = {5307--5311}}

@phdthesis{Marturana2014,
 author = {Marturana, Fabio},
 title = {Device Classification in Digital Forensics Triage},
 school = {Universita Degli Studi Di Roma Tor Vergata Dipartimento Di Ingegneria Civile E Ingegneria Informatica},
 year = {2014}}

@inproceedings{Melloni2014,
 author = {Melloni, A. and Bestagini, P. and Milani, S. and Tagliasacchi, M. and Rocha, A. and Tubaro, S.},
 title = {Image Phylogeny through Dissimilarity Metrics Fusion},
 booktitle = {Proc. 5th European Workshop Visual Information Processing (EUVIP)},
 year = {2014},
 pages = {1--6}}

@inproceedings{Milani2014,
 author = {Milani, Simone and Bestagini, Paolo and Tagliasacchi, Marco and Tubaro, Stefano},
 title = {Demosaicing Strategy Identification Via Eigenalgorithms},
 booktitle = {2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
 journal = {2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
 publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
 year = {2014}}

@inproceedings{Milani2014c,
 author = {Milani, S. and Bestagini, P. and Tagliasacchi, M. and Tubaro, S.},
 title = {Antiforensic synthesis of motion vectors using template algorithms},
 booktitle = {Proc. Speech and Signal Processing (ICASSP) 2014 IEEE Int. Conf. Acoustics},
 year = {2014},
 pages = {2709--2713}}

@inproceedings{Milani2014d,
 author = {Milani, S. and Bestagini, P. and Tagliasacchi, M. and Tubaro, S.},
 title = {Demosaicing strategy identification via eigenalgorithms},
 booktitle = {Proc. Speech and Signal Processing (ICASSP) 2014 IEEE Int. Conf. Acoustics},
 year = {2014},
 pages = {2659--2663}}

@inproceedings{Milani2014a,
 author = {Milani, S. and Cuccovillo, L. and Tagliasacchi, M. and Tubaro, S. and Aichroth, P.},
 title = {Video Camera Identification Using Audio-visual Features},
 booktitle = {Visual Information Processing (EUVIP), 2014 5th European Workshop on},
 year = {2014},
 pages = {1--6}}

@article{Milani2014b,
 author = {Milani, S. and Tagliasacchi, M. and Tubaro, S.},
 title = {Discriminating Multiple JPEG Compressions Using First Digit Features},
 journal = {APSIPA Transactions on Signal and Information Processing},
 year = {2014},
 volume = {3}}

@inproceedings{Mire2014,
 author = {Mire, A. V. and Dhok, S. B. and Porey, P. D. and Mistry, N. J.},
 title = {Digital Forensic of JPEG Images},
 booktitle = {Signal and Image Processing (ICSIP), 2014 Fifth International Conference on},
 year = {2014},
 pages = {131--136}}

@article{Mishra2014,
 author = {Mishra, Minati and Adhikary, M. C.},
 title = {Detection of Clones in Digital Images},
 journal = {International Journal of Computer Science and Business Informatics},
 year = {2014},
 volume = {9},
 number = {1}}

@inproceedings{Moghaddasi2014,
 author = {Moghaddasi, Zahra and Jalab, Hamid A. and Noor, Rafidah Md},
 title = {SVD-based Image Splicing Detection},
 booktitle = {Information Technology and Multimedia (ICIMU), 2014 International Conference on},
 year = {2014},
 pages = {27--30}}

@inproceedings{Moun2014,
 author = {Moun, C. and Netramai, C.},
 title = {Localization and Building Identification in Outdoor Environment for Smartphone Using Integrated GPS and Camera},
 booktitle = {Proc. Fourth Int Digital Information and Communication Technology and it's Applications (DICTAP) Conf},
 year = {2014},
 pages = {327--332}}

@inproceedings{Mushtaq2014,
 author = {Mushtaq, S. and Mir, A. H.},
 title = {Forgery Detection Using Statistical Features},
 booktitle = {Computational Intelligence on Power, Energy and Controls with their impact on Humanity (CIPECH), 2014 Innovative Applications of},
 year = {2014},
 pages = {92--97}}

@inproceedings{Mushtaq2014a,
 author = {Mushtaq, S. and Mir, A. H.},
 title = {Novel Method for Image Splicing Detection},
 booktitle = {Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on},
 year = {2014},
 pages = {2398--2403}}

@inproceedings{Neenu2014,
 author = {Neenu, H. U. and Cheriyan, J.},
 title = {Image Forgery Detection Based on Illumination Inconsistencies & Intrinsic Resampling Properties},
 booktitle = {Emerging Research Areas: Magnetics, Machines and Drives (AICERA/iCMMD), 2014 Annual International Conference on},
 year = {2014},
 pages = {1--6}}

@incollection{Ng2014,
 author = {Ng, Allan and Pan, Lei and Xiang, Yang},
 title = {A Novel Method for Detecting Double Compressed Facebook JPEG Images},
 booktitle = {Applications and Techniques in Information Security},
 publisher = {Springer Science mathplus Business Media},
 year = {2014},
 volume = {490},
 pages = {191--198}}

@article{Nothelle2014,
 author = {Nothelle, Claudia},
 title = {Vorsicht Falle! Scripted Reality, Retouchierte Fotos, Pseudonyme -- Täuschung Als Medienethische Herausforderung},
 journal = {Communicatio Socialis},
 year = {2014},
 volume = {46},
 number = {3--4}}

@article{O.Costa2014,
 author = {de O. Costa, F. and Oikawa, M. A. and Dias, Z. and Goldenstein, S. and de Rocha, A. R.},
 title = {Image Phylogeny Forests Reconstruction},
 journal = {IEEE Transactions on Information Forensics and Security},
 year = {2014},
 volume = {9},
 number = {10},
 pages = {1533--1546}}

@article{Orozco2014,
 author = {Orozco, Sandoval and AnaLucila and González, Arenas and DavidManuel and Villalba, García and Javier, Luis and Hernández-Castro, Julio},
 title = {Analysis of Errors in EXIF Metadata on Mobile Devices},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer US},
 year = {2014},
 pages = {1--29}}

@article{Pande2014,
 author = {Pande, Deepali},
 title = {Towards Detection of Image Tampering Over Diverse Information Security Schemata: A State of the art},
 journal = {International Journal of Information and Network Security (IJINS)},
 year = {2014},
 volume = {3},
 number = {1}}

@inproceedings{Pandey2014a,
 author = {Pandey, R. C. and Singh, S. K. and Shukla, K. K.},
 title = {Passive Copy-move Forgery Detection in Videos},
 booktitle = {Computer and Communication Technology (ICCCT), 2014 International Conference on},
 year = {2014},
 pages = {301--306}}

@inproceedings{Pandey2014,
 author = {Pandey, Ramesh Chand and Singh, Sanjay Kumar and Shukla, K. K. and Agrawal, Rishabh},
 title = {Fast and Robust Passive Copy-move Forgery Detection Using SURF and SIFT Image Features},
 booktitle = {Industrial and Information Systems (ICIIS), 2014 9th International Conference on},
 year = {2014},
 pages = {1--6}}

@inproceedings{Pasquini2014b,
 author = {Pasquini, C. and Boato, G. and Perez-Gonzalez, F.},
 title = {Multiple JPEG compression detection by means of Benford-Fourier coefficients},
 booktitle = {Proc. IEEE Int. Workshop Information Forensics and Security (WIFS)},
 year = {2014},
 pages = {113--118}}

@inproceedings{Pasquini2014a,
 author = {Pasquini, C. and Comesaña-Alfaro, P. and Pérez-González, F. and Boato, G.},
 title = {Transportation-theoretic image counterforensics to First Significant Digit histogram forensics},
 booktitle = {Proc. Speech and Signal Processing (ICASSP) 2014 IEEE Int. Conf. Acoustics},
 year = {2014},
 pages = {2699--2703}}

@inproceedings{Pasquini2014c,
 author = {Pasquini, C. and Comesaña-Alfaro, P. and Pérez-González, F. and Boato, G.},
 title = {Transportation-theoretic image counterforensics to First Significant Digit histogram forensics},
 booktitle = {Proc. Speech and Signal Processing (ICASSP) 2014 IEEE Int. Conf. Acoustics},
 year = {2014},
 pages = {2699--2703}}

@inproceedings{Pasquini2014,
 author = {Pasquini, C. and Pérez-González, F. and Boato, G.},
 title = {A Benford-Fourier JPEG compression detector},
 booktitle = {Proc. IEEE Int. Conf. Image Processing (ICIP)},
 year = {2014},
 pages = {5322--5326}}

@electronic{Peng2014a,
 author = {Peng, Anjie and Kang, Xiangui},
 title = {A Robust Median Filtering Detector Based on Filter Residual},
 journal = {paper.edu.cn},
 year = {2014}}

@inproceedings{Peng2014b,
 author = {Peng, Fei and Shi, Jiaoling and Long, Min},
 title = {Identifying Photographic Images and Photorealistic Computer Graphics Using Multifractal Spectrum Features of PRNU},
 booktitle = {Multimedia and Expo (ICME), 2014 IEEE International Conference on},
 year = {2014},
 pages = {1--6}}

@article{Peng2014,
 author = {Peng, Fei and Zhou, Die-lan},
 title = {Discriminating Natural Images and Computer Generated Graphics Based on the Impact of CFA Interpolation on the Correlation of PRNU},
 journal = {Digital Investigation},
 year = {2014},
 number = {0},
 pages = {-}}

@phdthesis{Perer2014,
 author = {Perera, Halloluwage Susinda Deemantha},
 title = {Video Analysis Tool Box for Digital Video Forensics},
 school = {University of Moratuwa},
 year = {2014}}

@article{Qian2014,
 author = {Qian, Zhenxing and Zhang, Xinpeng},
 title = {Improved Anti-forensics of JPEG\ Compression},
 journal = {Journal of Systems and Software},
 year = {2014},
 number = {0},
 pages = {-}}

@inproceedings{Qiu2014,
 author = {Qiu, Xiaoqing and Li, Haodong and Luo, Weiqi and Huang, Jiwu},
 title = {A Universal Image Forensic Strategy Based on Steganalytic Model},
 booktitle = {Proceedings of the 2Nd ACM Workshop on Information Hiding and Multimedia Security},
 publisher = {ACM},
 year = {2014},
 pages = {165--170}}

@article{Qu2014,
 author = {Qu, ZhenHua and Luo, WeiQi and Huang, JiWu},
 title = {A Framework for Identifying Shifted Double JPEG Compression Artifacts with Application to Non-intrusive Digital Image Forensics},
 journal = {Science China Information Sciences},
 publisher = {Science China Press},
 year = {2014},
 volume = {57},
 number = {2},
 pages = {1--18}}

@inproceedings{Qureshi2014,
 author = {Qureshi, M. Ali and Deriche, M.},
 title = {A Review on Copy Move Image Forgery Detection Techniques},
 booktitle = {Proc. 11th Int Systems, Signals Devices (SSD) Multi-Conf},
 year = {2014},
 pages = {1--5}}

@article{Rao2014,
 author = {Rao, M. P. and Rajagopalan, A. N. and Seetharaman, G.},
 title = {Harnessing Motion Blur to Unveil Splicing},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2014},
 volume = {9},
 number = {4},
 pages = {583--595}}

@article{Richao2014,
 author = {Richao, Chen and Gaobo, Yang and Ningbo, Zhu},
 title = {Detection of Object-based Manipulation by the Statistical Features of Object Contour},
 journal = {Forensic Science International},
 year = {2014}}

@article{Ryu2014,
 author = {Ryu, Seung-Jin and Lee, Heung-Kyu},
 title = {Estimation of Linear Transformation by Analyzing the Periodicity of Interpolation},
 journal = {Pattern Recognition Letters},
 year = {2014},
 volume = {36},
 number = {0},
 pages = {89--99}}

@article{Ryu2014a,
 author = {Ryu, Seung-Jin and Lee, Hae-Yeoun and Lee, Heung-kyu},
 title = {Detecting Trace of Seam Carving for Forensic Analysis},
 journal = {IEICE TRANSACTIONS on Information and Systems},
 year = {2014},
 volume = {E97-D},
 number = {5},
 pages = {1304--1311}}

@article{Saleem2014,
 author = {Saleem, Mariam},
 title = {A Key-point Based Robust Algorithm for Detecting Cloning Forgery},
 journal = {International Journal of Current Engineering and Technology},
 year = {2014}}

@inproceedings{Saleem2014a,
 author = {Saleem, M. and Altaf, M. Q. and Chaudry, Q.},
 title = {A Comparative Analysis on Pixel-based Blind Cloning Techniques},
 booktitle = {Control System, Computing and Engineering (ICCSCE), 2014 IEEE International Conference on},
 year = {2014},
 pages = {130--135}}

@article{SandovalOrozco2014,
 author = {Sandoval Orozco, A. L. and Arenas González, D. M. and Rosales Corripio, J. and García Villalba, L. J. and Hernandez-Castro, J. C.},
 title = {Source Identification for Mobile Devices, Based on Wavelet Transforms Combined with Sensor Imperfections},
 journal = {Computing},
 publisher = {Springer},
 year = {2014},
 volume = {96},
 number = {9},
 pages = {829}}

@article{Sarode2014,
 author = {Sarode, Tanuja K. and Vaswani, Naveen},
 title = {Copy-move Forgery Detection Using Orthogonal Wavelet Transforms.},
 journal = {International Journal of Computer Applications},
 year = {2014},
 volume = {88},
 pages = {41--45}}

@inproceedings{Satta2014,
 author = {Satta, Riccardo and Stirparo, Pasquale},
 title = {On the Usage of Sensor Pattern Noise for Picture-to-identity Linking through Social Network Accounts},
 booktitle = {Proceeding of the International Conference on Computer Vision Theory and Applications Lisbon, Portugal},
 year = {2014}}

@article{Shang2014,
 author = {Shang, Shize and Memon, Nasir and Kong, Xiangwei},
 title = {Detecting Documents Forged by Printing and Copying},
 journal = {EURASIP Journal on Advances in Signal Processing},
 publisher = {Springer},
 year = {2014},
 volume = {2014},
 number = {1},
 pages = {140}}

@article{Shaozhang201,
 author = {Shaozhang, Niu and Xianzhe, Meng and Haoliang, Cui},
 title = {Digital Image Forensics Using Orthogonal 1-D Objects},
 journal = {Chinese Journal of Electronics},
 year = {2014},
 volume = {23},
 number = {3}}

@article{Sharma2014,
 author = {Sharma, Kavya},
 title = {Computationally Efficient Copy-move Image Forgery Detection Based on DCT and SVD},
 journal = {Advanced Research in Electrical and Electronic Engineering},
 year = {2014},
 volume = {1},
 number = {3},
 pages = {79--81}}

@article{Shehnaz2014,
 author = {Shehnaz and Kaur, Mandeep},
 title = {Forgery Detection Based on Blur Inconsistencies: A Review},
 journal = {International Journal of Engineering and Technical Research (IJETR)},
 year = {2014},
 volume = {2},
 number = {12},
 pages = {198--201}}

@article{Shen2014,
 author = {Shen, Zhaoyi and Ni, Jiangqun and Chen, Chenglong},
 title = {Blind Detection of Median Filtering Using Linear and Nonlinear Descriptors},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer},
 year = {2014},
 pages = {1}}

@inproceedings{Shi2014,
 author = {Shi, Chao and Law, Ngai-Fong and Leung, Hung-Fat and Siu, Wan-Chi},
 title = {Weighting Optimization with Neural Network for Photo-response-non-uniformity-based Source Camera Identification},
 booktitle = {Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)},
 year = {2014},
 pages = {1--7}}

@article{Shin2014,
 author = {Shin, Yong-Dal},
 title = {Forgery Image Detection of Scale up and down Image Using Discrete Cosine Transform},
 journal = {Journal of Next Generation Information Technology (JNIT)},
 year = {2014},
 volume = {5},
 number = {2}}

@inproceedings{Song2014,
 author = {Song, Chunhe and Lin, Xiaodong},
 title = {Natural Image Splicing Detection Based on Defocus Blur at Edges},
 booktitle = {Communications in China (ICCC), 2014 IEEE/CIC International Conference on},
 year = {2014},
 pages = {225--230}}

@article{Su2014,
 author = {Su, Bo and Yuan, Quanqiao and Wang, Shilin and Zhao, Chenglin and Li, Shenghong},
 title = {Enhanced State Selection Markov Model for Image Splicing Detection},
 journal = {EURASIP Journal on Wireless Communications and Networking},
 year = {2014},
 volume = {2014},
 number = {1},
 pages = {7}}

@article{Su2014a,
 author = {Su, Lichao and Huang, Tianqiang and Yang, Jianmei},
 title = {A Video Forgery Detection Algorithm Based on Compressive Sensing},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer US},
 year = {2014},
 pages = {1--16}}

@inproceedings{Sudhakar2014,
 author = {Sudhakar, K. and Sandeep, V. M. and Kulkarni, S.},
 title = {Speeding-up SIFT Based Copy Move Forgery Detection Using Level Set Approach},
 booktitle = {Advances in Electronics, Computers and Communications (ICAECC), 2014 International Conference on},
 year = {2014},
 pages = {1--6}}

@inproceedings{Sudhakar2014a,
 author = {Sudhakar, K. and Sandeep, V. M. and Kulkarni, S.},
 title = {Shape Based Copy Move Forgery Detection Using Level Set Approach},
 booktitle = {Signal and Image Processing (ICSIP), 2014 Fifth International Conference on},
 year = {2014},
 pages = {213--217}}

@other{Sumner2014,
 author = {Sumner, Rob},
 title = {Processing Raw Images in Matlab},
 school = {Department of Electrical Engineering, UC Santa Cruz},
 year = {2014}}

@incollection{Sunil2014,
 author = {Sunil, Kumar and Jagan, Desai and Shaktidev, Mukherjee},
 title = {DCT-PCA Based Method for Copy-move Forgery Detection},
 booktitle = {ICT and Critical Infrastructure: Proceedings of the 48th Annual Convention of Computer Society of India- Vol II},
 publisher = {Springer International Publishing},
 year = {2014},
 volume = {249},
 pages = {577--583}}

@phdthesis{Tai2014,
 author = {Tai, Than Hai},
 title = {Statistical Modeling and Detection for Digital Image Forensics},
 school = {University of Technology of Troyes},
 year = {2014}}

@inproceedings{Thai2014,
 author = {Thai, Thanh Hai and Cogranne, R. and Retraint, F.},
 title = {Optimal Detector for Camera Model Identification Based on an Accurate Model of DCT Coefficients},
 booktitle = {Proc. IEEE 16th Int Multimedia Signal Processing (MMSP) Workshop},
 year = {2014},
 pages = {1--6}}

@article{Thai2014b,
 author = {Thai, T. H. and Cogranne, R. and Retraint, F.},
 title = {Camera Model Identification Based on the Heteroscedastic Noise Model},
 journal = {IEEE Transactions on Image Processing},
 year = {2014},
 volume = {23},
 number = {1},
 pages = {250--263}}

@inproceedings{Thongkamwitoon2014,
 author = {Thongkamwitoon, T. and Muammar, H. and Dragotti, P. L.},
 title = {Robust Image Recapture Detection Using a K-SVD Learning Approach to Train Dictionaries of Edge Profiles},
 booktitle = {Proc. IEEE Int. Conf. Image Processing (ICIP)},
 year = {2014},
 pages = {5317--5321}}

@inproceedings{Tralic2014a,
 author = {Tralic, D. and Grgic, S. and Zovko-Cihlar, B.},
 title = {Video Frame Copy-move Forgery Detection Based on Cellular Automata and Local Binary Patterns},
 booktitle = {Telecommunications (BIHTEL), 2014 X International Symposium on},
 year = {2014},
 pages = {1--4}}

@inbook{Tralic2014,
 author = {Tralic, Dijana and Rosin, Paul and Sun, Xianfang and Grgic, Sonja},
 title = {Copy-move Forgery Detection Using Cellular Automata},
 booktitle = {Cellular Automata in Image Processing and Geometry},
 publisher = {Springer},
 year = {2014},
 pages = {105--125}}

@inproceedings{Tralic2014b,
 author = {Tralic, D. and Rosin, P. L. and Sun, Xianfang and Grgic, S.},
 title = {Detection of Duplicated Image Regions Using Cellular Automata},
 booktitle = {Systems, Signals and Image Processing (IWSSIP), 2014 International Conference on},
 year = {2014},
 pages = {167--170}}

@inproceedings{Trung2014,
 author = {Trung, Dang Thanh and Beghdadi, A. and Larabi, M.-C.},
 title = {Blind Inpainting Forgery Detection},
 booktitle = {Signal and Information Processing (GlobalSIP), 2014 IEEE Global Conference on},
 year = {2014},
 pages = {1019--1023}}

@inproceedings{Valenzise2014,
 author = {Valenzise, G. and Tagliasacchi, M. and Tubaro, S.},
 title = {Detectability-quality Trade-off in JPEG Counter-forensics},
 booktitle = {Proc. IEEE Int. Conf. Image Processing (ICIP)},
 year = {2014},
 pages = {5337--5341}}

@inproceedings{Valenzise2014a,
 author = {Valenzise, G. and Tagliasacchi, M. and Tubaro, S.},
 title = {Detectability-quality trade-off in JPEG counter-forensics},
 booktitle = {Proc. IEEE Int. Conf. Image Processing (ICIP)},
 year = {2014},
 pages = {5337--5341}}

@inproceedings{Verdoliva2014,
 author = {Verdoliva, L. and Cozzolino, D. and Poggi, G.},
 title = {A Feature-based Approach for Image Tampering Detection and Localization},
 booktitle = {Information Forensics and Security (WIFS), 2014 IEEE International Workshop on},
 year = {2014},
 pages = {149--154}}

@article{Vladimirovich2014,
 author = {Vladimirovich, Kuznetsov Andrey and Valerievich, Myasnikov Vladislav},
 title = {A Fast Plain Copy-move Detection Algorithm Based on Structural Pattern and 2d Rabin-karp Rolling Hash},
 journal = {Image Analysis and Recognition},
 publisher = {Springer},
 year = {2014}}

@inproceedings{Wahab2014,
 author = {Wahab, Ainuddin Wahid Abdul and Bagiwa, Mustapha Aminu and Idris, Mohd Yamani Idna and Khan, Suleman and Razak, Zaidi and Ariffin, Muhammad Rezal Kamel},
 title = {Passive Video Forgery Detection Techniques: A Survey},
 booktitle = {Information Assurance and Security (IAS), 2014 10th International Conference on},
 year = {2014},
 pages = {29--34}}

@inproceedings{Wang2014c,
 author = {Wang, M. and Chen, Z. and Fan, W. and Xiong, Z.},
 title = {Countering anti-forensics to wavelet-based compression},
 booktitle = {Proc. IEEE Int. Conf. Image Processing (ICIP)},
 year = {2014},
 pages = {5382--5386}}

@article{Wang2014,
 author = {Wang, Shi-Lin and Liew, Alan Wee-Chung and Li, Sheng-Hong and Zhang, Yu-Jin and Li, Jian-Hua},
 title = {Detection of Shifted Double JPEG Compression by an Adaptive DCT Coefficient Model},
 journal = {EURASIP Journal on Advances in Signal Processing},
 year = {2014},
 volume = {2014},
 number = {1},
 pages = {101}}

@article{Wang2014a,
 author = {Wang, Wei and Dong, Jing and Tan, Tieniu},
 title = {Exploring DCT Coefficient Quantization Effects for Local Tampering Detection},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2014},
 volume = {9},
 number = {10},
 pages = {1653--1666}}

@article{Wang2014b,
 author = {Wang, Wan and Jiang, Xinghao and Wang, Shilin and Wan, Meng and Sun, Tanfeng},
 title = {Identifying Video Forgery Process Using Optical Flow},
 journal = {Digital-Forensics and Watermarking},
 publisher = {Springer},
 year = {2014}}

@article{Wei2014,
 author = {Wei, Jyh-Da and Lin, Yu-Ju and Wu, Yi-Jing},
 title = {A Patch Analysis Method to Detect Seam Carved Images},
 journal = {Pattern Recognition Letters},
 year = {2014},
 volume = {36},
 number = {0},
 pages = {100--106}}

@article{Wu2014,
 author = {Wu, YunJie and Deng, Yu and Duan, HaiBin and Zhou, LinNa},
 title = {Dual Tree Complex Wavelet Transform Approach to Copy-rotate-move Forgery Detection},
 journal = {Science China Information Sciences},
 publisher = {Springer Berlin Heidelberg},
 year = {2014},
 volume = {57},
 number = {1},
 pages = {1--12}}

@inproceedings{Wu2014a,
 author = {Wu, Y. and Jiang, X. and Sun, T. and Wang, W.},
 title = {Exposing video inter-frame forgery based on velocity field consistency},
 booktitle = {Proc. Speech and Signal Processing (ICASSP) 2014 IEEE Int. Conf. Acoustics},
 year = {2014},
 pages = {2674--2678}}

@incollection{Xiao2014,
 author = {Xiao, Yan},
 title = {Image Splicing Detection Based on Machine Learning Algorithm},
 booktitle = {Computer Engineering and Networking},
 publisher = {Springer International Publishing},
 year = {2014},
 volume = {277},
 pages = {601--608}}

@inproceedings{Xing2014,
 author = {Xing, Nan and Wang, Jing and Zhang, Xiaolei and Zhang, Jingbo},
 title = {Digital Image Identification Based on Generalized Gaussian Model},
 booktitle = {Proc. SPIE 9233, International Symposium on Photonics and Optoelectronics 2014},
 journal = {Proc. SPIE},
 year = {2014},
 volume = {9233},
 pages = {923303-923303-6}}

@article{Xu2014,
 author = {Xu, Bo and Liu, Guangjie and Dai, Yuewei},
 title = {Detecting Image Splicing Using Merged Features in Chroma Space},
 journal = {The Scientific World Journal},
 year = {2014},
 volume = {2014}}

@article{Yang2014a,
 author = {Yang, Benjuan and Liu, Benyong},
 title = {Feature Fusion for Blurring Detection in Image Forensics},
 journal = {IEICE TRANSACTIONS on Information and Systems},
 year = {2014},
 volume = {E97-D},
 number = {6},
 pages = {1690--1693}}

@inproceedings{Yang2014,
 author = {Yang, Hong and Zhou, Zhiping},
 title = {Hiding the Trace of JPEG Compression History},
 booktitle = {Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on},
 year = {2014},
 pages = {909--913}}

@article{Yang2014b,
 author = {Yang, Jianquan and Xie, Jin and Zhu, Guopu and Kwong, Sam and Shi, Yun-Qing},
 title = {An Effective Method for Detecting Double JPEG Compression with the Same Quantization Matrix},
 journal = {Information Forensics and Security, IEEE Transactions on},
 year = {2014},
 volume = {9},
 number = {11},
 pages = {1933--1942}}

@inproceedings{Yang2014c,
 author = {Yang, Rui},
 title = {Additive Noise Detection and Its Application to Audio Forensics},
 booktitle = {Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)},
 year = {2014},
 pages = {1--5}}

@inproceedings{Yang2014d,
 author = {Yang, Shanshan and Qin, Chuan and Qian, Zhenxing and Xu, Boqing},
 title = {Tampering Detection and Content Recovery for Digital Images Using Halftone Mechanism},
 booktitle = {Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2014 Tenth International Conference on},
 year = {2014},
 pages = {130--133}}

@inproceedings{Yan-Li2014,
 author = {Yan-Li, Huang and Shao-Zhang, Niu and Jian-Cheng, Zou and Lin-Na, Zhou},
 title = {Forensics of Image Tampering Based on the Consistency of Illuminant Chromaticity},
 booktitle = {Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)},
 year = {2014},
 pages = {1--4}}

@inproceedings{Yan-li2014,
 author = {Yan-li, H. and Shao-Zhang, N. and Jian-Cheng, Z. and Lin-Na, Z.},
 title = {Forensics of image tampering based on the consistency of illuminant chromaticity},
 booktitle = {Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conf. (APSIPA)},
 year = {2014},
 pages = {1--4}}

@article{Yongjian2014,
 author = {Yong-Jian, Hu and Hua, Guan and Jing, Zhao and Bei-Bei, Liu},
 title = {Simplification and Analysis of Counter-attack Algorithm for Image Source Identification},
 journal = {JSCUT(Natural Science Edition)},
 year = {2014}}

@inproceedings{Yu2014b,
 author = {Yu, Liyang and Han, Qi and Niu, Xiamu},
 title = {Copy-rotation-move Forgery Detection Using the MROGH Descriptor},
 booktitle = {Cloud Engineering (IC2E), 2014 IEEE International Conference on},
 year = {2014},
 pages = {510--513}}

@inproceedings{Yu2014a,
 author = {Yu, Zitong and Lin, Lianshi and Ling, B. W.-K. and Ho, C. Y.-F. and Qing, Chunmei and Xu, Hailiang and Dai, Weihang and Liang, Yuming and Chen, Jiameng and Dai, Qingyun},
 title = {Camera Identification for Very Low Bit Rate Time Varying Quantization Noise Videos},
 booktitle = {Communication Systems, Networks & Digital Signal Processing (CSNDSP), 2014 9th International Symposium on},
 year = {2014},
 pages = {208--212}}

@article{Yu2014,
 author = {Yu, Zan and Wang, Rangding and Xin, Shiqing and Li, Wei and Wang, Jiaji},
 title = {Single-view Recaptured Photo Detection Based on Hsv Color Space},
 journal = {Journal of Computational Information Systems},
 year = {2014},
 volume = {10},
 number = {8},
 pages = {3229--3236}}

@inproceedings{Zandi2014,
 author = {Zandi, M. and Mahmoudi-Aznaveh, A. and Mansouri, A.},
 title = {Adaptive Matching for Copy-move Forgery Detection},
 booktitle = {Information Forensics and Security (WIFS), 2014 IEEE International Workshop on},
 year = {2014},
 pages = {119--124}}

@article{Zeng2014a,
 author = {Zeng, Hui and Kang, Xiangui},
 title = {Camera Source Identification Game with Incomplete Information},
 journal = {Digital-Forensics and Watermarking},
 publisher = {Springer},
 year = {2014}}

@inproceedings{Zeng2014,
 author = {Zeng, Hui and Qin, Tengfei and Kang, Xiangui and Liu, Li},
 title = {Countering Anti-forensics of Median Filtering},
 booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
 year = {2014},
 pages = {2704--2708}}

@inproceedings{Zhang2014d,
 author = {Zhang, Ju and Ruan, Qiuqi and Jin, Yi},
 title = {Combined SIFT and Bi-coherence Features to Detect Image Forgery},
 booktitle = {Signal Processing (ICSP), 2014 12th International Conference on},
 year = {2014},
 pages = {1859--1863}}

@article{Zhang2014a,
 author = {Zhang, Rong and Wang, Rang-Ding},
 title = {In-camera JPEG Compression Detection for Doubly Compressed Images},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer US},
 year = {2014},
 pages = {1--19}}

@article{Zhang2014c,
 author = {Zhang, Rui Fang and Ye, Han Min and Song, Zi Hang and Wang, Min},
 title = {Blind Detection of Copy-move Forgery in Digital Images Based on Dyadic Wavelet Transform},
 journal = {Advanced Materials Research},
 publisher = {Trans Tech Publications},
 year = {2014},
 volume = {989-994},
 pages = {4127--4131}}

@article{Zhang2014e,
 author = {Zhang, Y. and Li, S. and Wang, S. and Shi, Y. Q.},
 title = {Revealing the Traces of Median Filtering Using High-order Local Ternary Patterns},
 journal = {IEEE Signal Processing Letters},
 year = {2014},
 volume = {21},
 number = {3},
 pages = {275--279}}

@incollection{Zhang2014,
 author = {Zhang, Yujin and Zhao, Chenglin and Zhao, Feng and Li, Shenghong},
 title = {Blind Forensics of Median Filtering Based on Markov Statistics in Median-filtered Residual Domain},
 booktitle = {The Proceedings of the Second International Conference on Communications, Signal Processing, and Systems},
 publisher = {Springer International Publishing},
 year = {2014},
 volume = {246},
 pages = {179--186}}

@article{Zhang2014b,
 author = {Zhang, Zhenzhen and Hou, Jianjun and Ma, Qinglong and Li, Zhaohong},
 title = {Efficient Video Frame Insertion and Deletion Detection Based on Inconsistency of Correlations between Local Binary Pattern Coded Frames},
 journal = {Security and Communication Networks},
 year = {2014},
 pages = {n/a--n/a}}

@inproceedings{Zhao2014a,
 author = {Zhao, Xudong and Li, Jianhua and Wang, Shilin and Li, Shenghong},
 title = {A Distributed Local Margin Learning Based Scheme for High-dimensional Feature Processing in Image Tampering Detection},
 booktitle = {Multimedia and Expo (ICME), 2014 IEEE International Conference on},
 year = {2014},
 pages = {1--6}}

@article{Zhao2014,
 author = {Zhao, X. and Wang, S. and Li, S. and Li, J.},
 title = {Passive Image Splicing Detection by 2-D Noncausal Markov Model},
 journal = {Circuits and Systems for Video Technology, IEEE Transactions on},
 year = {2014},
 number = {99}}

@article{Zhao2014b,
 author = {Zhao, Xudong and Wang, Shilin and Li, Shenghong and Li, Jianhua and Lin, Xiang},
 title = {A Distributed Scheme for Image Splicing Detection},
 journal = {Digital-Forensics and Watermarking},
 publisher = {Springer},
 year = {2014}}

@article{Zheng2014,
 author = {Zheng, Jiming and Chang, Liping},
 title = {Detection Technology of Tampering Image Based on Harris Corner Points},
 journal = {Journal of Computational Information Systems},
 year = {2014},
 volume = {10},
 number = {4},
 pages = {1481--1488}}

@article{Zheng2014c,
 author = {Zheng, Jiming and Chang, Liping},
 title = {Detection of Region-duplication Forgery in Image Based on Key Points' Binary Descriptors},
 journal = {Journal of Information & Computational Scien},
 year = {2014},
 volume = {11},
 pages = {3959--3966}}

@inproceedings{Zheng2014a,
 author = {Zheng, Jiangbin and Song, Xuemei and Ren, Jinchang and Zhu, Tingge},
 title = {Exposing Photo Manipulation Using Geometry and Shadows},
 booktitle = {Proc. SPIE 9159, Sixth International Conference on Digital Image Processing (ICDIP 2014)},
 journal = {Proc. SPIE},
 year = {2014},
 volume = {9159},
 pages = {91591W-91591W-6}}

@misc{Zheng2014b,
 author = {Zheng, Jiangbin and Zhu, Tingge and Li, Zhe and Xing, Weiwei and Ren, JinChang},
 title = {Exposing Image Forgery by Detecting Traces of Feather Operation},
 year = {2014}}

@inproceedings{Zhu2014,
 author = {Zhu, Dan and Zhou, Zhiping},
 title = {Resampling Tamper Detection Based on JPEG Double Compression},
 booktitle = {Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on},
 year = {2014},
 pages = {914--918}}

@inproceedings{Zhu2014a,
 author = {Zhu, N. and Gao, X. and Deng, C.},
 title = {Image scaling factor estimation based on normalized energy density and learning to rank},
 booktitle = {Proc. Int Security, Pattern Analysis, and Cybernetics (SPAC) Conf},
 year = {2014},
 pages = {197--202}}

@article{Zimba2014,
 author = {Zimba, Michael},
 title = {DWT-SATs Based Detection of Image Region Cloning},
 journal = {International Journal of Physical, Natural Science and Engineering},
 year = {2014},
 volume = {8},
 number = {2}}

@book{Shi2014a,,
 title = {Digital-Forensics and Watermarking},
 publisher = {Springer Berlin Heidelberg},
 year = {2014}}

@incollection{Ackermann2013,
 author = {Ackermann, Jens and Goesele, Michael},
 title = {How Bright Is the Moon? Recovering and Using Absolute Luminance Values from Internet Images},
 booktitle = {Computational Color Imaging},
 publisher = {Springer Berlin Heidelberg},
 year = {2013},
 volume = {7786},
 pages = {90--104}}

@article{Amerini2013b,
 author = {Amerini, Irene and Barni, Mauro and Caldelli, Roberto and Costanzo, Andrea},
 title = {Counter-forensics of SIFT-based copy-move detection by means of keypoint classification},
 journal = {EURASIP Journal on Image and Video Processing},
 year = {2013},
 volume = {2013},
 number = {1},
 pages = {18}}

@article{Abbadi2013,
 author = {Abbadi},
 title = {Blind Fake Image detection},
 journal = {IJCSI International Journal of Computer Science Issues},
 year = {2013},
 volume = {10},
 number = {4-1},
 pages = {180--186}}

@inproceedings{Abcyrathne2013,
 author = {Abcyrathne, K.A.B.S. and Wijesinghe, W.V.D. and Godaliyadda, G.M.R.I. and Ekanayake, M.P.B. and Wijayakulasooriya, J.V.},
 title = {Temporal ICA based source extraction from dynamic image sequences with visual interference under noise},
 booktitle = {Industrial and Information Systems (ICIIS), 2013 8th IEEE International Conference on},
 year = {2013},
 pages = {671--675}}

@incollection{AdamsJr2013,
 author = {Adams Jr, James E. and Pillman, Bruce},
 title = {Digital Camera Image Formation: Introduction and Hardware},
 booktitle = {Digital Image Forensics},
 publisher = {Springer New York},
 year = {2013},
 pages = {3--44}}

@article{Agnes2013,
 author = {E. Agnes and S. Devi Mahalakshmi and K. Vijayalakshmi},
 title = {A Forensic Method for Detecting Image Forgery Using Codebook},
 journal = {International Journal of Advanced Research in Computer Science and Software Engineering},
 year = {2013}}

@inproceedings{AlAhmadi2013,
 author = {Al Ahmadi, A.A. and Hussain, M. and Aboalsamh, H. and Muhammad, G. and Bebis, G.},
 title = {Splicing image forgery detection based on DCT and Local Binary Pattern},
 booktitle = {Global Conference on Signal and Information Processing (GlobalSIP), 2013 IEEE},
 year = {2013},
 pages = {253--256}}

@inproceedings{AlSawadi2013,
 author = {Al Sawadi, Motasem and Ghulam Muhammad and Muhammad Hussain},
 title = {Copy-Move Image Forgery Detection Using Local Binary Pattern and Neighborhood Clustering},
 booktitle = {Proceedings of the European Modeling Symposium (EMS), Manchester, UK, November 2013.},
 year = {2013}}

@inproceedings{Alahmadi2013,
 author = {A. A. Alahmadi and M. Hussain and H. Aboalsamh and G. Muhammad and G. Bebis},
 title = {Splicing image forgery detection based on DCT and Local Binary Pattern},
 booktitle = {Proc. IEEE Global Conf. Signal and Information Processing (GlobalSIP)},
 year = {2013},
 pages = {253--256}}

@article{Al-Hammadi2013,
 author = {Al-Hammadi, Muneer H. and Muhammad, Ghulam and Hussain, Muhammad and Bebis, George},
 title = {Curvelet Transform and Local Texture Based Image Forgery Detection},
 journal = {Advances in Visual Computing},
 publisher = {Springer},
 year = {2013}}

@article{Al-Qershi2013,
 author = {Osamah M. Al-Qershi and Bee Ee Khoo},
 title = {Passive detection of copy-move forgery in digital images: State-of-the-art},
 journal = {Forensic Science International},
 year = {2013},
 volume = {231},
 number = {1--3},
 pages = {284--295}}

@article{Amerini2013,
 author = {Amerini, Irene and Ballan, Lamberto and Caldelli, Roberto and Del Bimbo, Alberto and Del Tongo, Luca and Serra, Giuseppe},
 title = {Copy-move forgery detection and localization by means of robust clustering with J-linkage},
 journal = {Signal Processing: Image Communication},
 publisher = {Elsevier},
 year = {2013}}

@inproceedings{Amerini2013a,
 author = {Amerini, Irene and Barni, Mauro and Caldelli, Roberto and Costanzo, Andrea},
 title = {SIFT keypoint removal and injection for countering matching-based image forensics},
 booktitle = {Proceedings of the first ACM workshop on Information hiding and multimedia security},
 publisher = {ACM},
 year = {2013},
 pages = {123--130}}

@article{Amerini2013c,
 author = {Irene Amerini and Mauro Barni and Roberto Caldelli and Andrea Costanzo},
 title = {Removal and Injection of Keypoints for Sift-based Copy-move Counter-forensics},
 journal = {EURASIP Journal on Information Security},
 year = {2013}}

@inproceedings{Anamandra2013,
 author = {S. H. Anamandra and V. Chandrasekaran},
 title = {CHILD: A robust Computationally-Efficient Histogram-based Image Local Descriptor},
 booktitle = {Proc. Fourth National Conf. Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG)},
 year = {2013},
 pages = {1--5}}

@inproceedings{Arathy2013,
 author = {S Arathy and Vidyadharan, Divya S and Balan C and Sobha T},
 title = {Auto White Balancing and comparison of Support Vector Machine and neural network classifiers in prediction of source camera},
 booktitle = {Control Communication and Computing (ICCC), 2013 International Conference on},
 year = {2013},
 pages = {96--101}}

@inproceedings{Asatryan2013,
 author = {Asatryan, D. and Asatryan, N. and Lanina, N. and Petrosyan, A.},
 title = {Method for detection of image tampering and partial recovery},
 booktitle = {Computer Science and Information Technologies (CSIT), 2013},
 year = {2013},
 pages = {1--6}}

@electronic{AssociatedPress2013,
 author = {Associated-Press, },
 title = {AP News Values & Principles},
 year = {2013}}

@article{Azhan2013,
 author = {Nor Amira Nor Azhan and Ikuesan R. Adeyemi and Shukor Abd Razak},
 title = {Analysis of DQT and DHT in JPEG Files},
 journal = {International Journal of Information Technology and Computer Science ( IJITCS )},
 year = {2013}}

@incollection{Boehme2013,
 author = {Rainer Böhme and Matthias Kirchner},
 title = {Counter-Forensics: Attacking Image Forensics},
 booktitle = {Digital Image Forensics},
 publisher = {Springer Science mathplus Business Media},
 year = {2013},
 pages = {327--366}}

@inproceedings{Department2013,
 author = {Bacchuwar, Ketan S and Ramakrishnan, K.R},
 title = {A jump patch-block match algorithm for multiple forgery detection},
 booktitle = {Automation, Computing, Communication, Control and Compressed Sensing (iMac4s), 2013 International Multi-Conference on},
 year = {2013},
 pages = {723--728}}

@inproceedings{Bahrami2013,
 author = {Bahrami, Khosro and Kot, Alex C. and Fan, Jiayuan},
 title = {Splicing detection in out-of-focus blurred images},
 booktitle = {Information Forensics and Security (WIFS), 2013 IEEE International Workshop on},
 year = {2013},
 pages = {144--149}}

@article{Barni2013a,
 author = {Mauro Barni and Marco Fontani and Benedetta Tondi},
 title = {A Universal Attack Against Histogram-Based Image Forensics},
 journal = {International Journal of Digital Crime and Forensics (IJDCF)},
 year = {2013}}

@article{Barni2013,
 author = {Barni, Mauro and Tondi, Benedetta},
 title = {The Source Identification Game:an Information-Theoretic Perspective},
 journal = {IEEE Transactions on Information Forensics and Security},
 year = {2013}}

@inproceedings{Bestagini2013,
 author = {Paolo Bestagini and Simone Battaglia and Simone Milani and Marco Tagliasacchi and Stefano Tubaro},
 title = {Detection of Temporal Interpolation In Video Sequences},
 booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2013},
 journal = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2013},
 year = {2013}}

@article{Bian2013,
 author = {Bian, Shan and Luo, Weiqi and Huang, Jiwu},
 title = {Detecting video frame-rate up-conversion based on periodic properties of inter-frame similarity},
 journal = {Multimedia Tools and Applications},
 publisher = {Springer US},
 year = {2013},
 volume = {-},
 pages = {1--15}}

@inproceedings{Bianchi2013,
 author = {Bianchi, Tiziano and Piva, Alessandro and Perez-Gonzalez, Fernando},
 title = {Near optimal detection of quantized signals and application to JPEG forensics},
 booktitle = {Information Forensics and Security (WIFS), 2013 IEEE International Workshop on},
 year = {2013},
 pages = {168--173}}

@inproceedings{Biney2013,
 author = {Akua Biney and Harin Sellahewa},
 title = {Analysis of Smartphone Model Identification using Digital Images},
 booktitle = {Proc. IEEE International Conference on Image Processing ICIP 2013},
 year = {2013},
 pages = {4487--4491}}

@article{Birajdar2013,
 author = {Gajanan K. Birajdar and Vijay H. Mankar},
 title = {Digital image forgery detection using passive techniques: A survey},
 journal = {Digital Investigation},
 year = {2013},
 volume = {10},
 number = {3},
 pages = {226--245}}

@inproceedings{Birajdar2013a,
 author = {Birajdar, Gajanan K. and Mankar, Vijay H.},
 title = {Blind Authentication of Resampled Images and Rescaling Factor Estimation},
 booktitle = {Cloud Ubiquitous Computing Emerging Technologies (CUBE), 2013 International Conference on},
 year = {2013},
 pages = {112--116}}

@article{Bolouri2013,
 author = {Kimia Bolouri and Mehdi Javanmard and Mohammad Firouzmand},
 title = {Camera Identification Algorithm Based on Sensor Pattern Noise Using Wavelet Transform, SVD / PCA and SVM Classifier},
 journal = {Journal of Information Systems and Telecommunication},
 year = {2013}}

@article{Bourouis2013,
 author = {Sami Bourouis and Mohamed Al Mashrgy and Nizar Bouguila},
 title = {Bayesian learning of finite generalized inverted Dirichlet mixtures: Application to object classification and forgery detection},
 journal = {Expert Systems with Applications},
 year = {2013},
 number = {0},
 pages = {-}}

@phdthesis{Bruna2013,
 author = {Bruna, A.R.},
 title = {Applied Image Processing Algorithms for Forensic Applications},
 school = {Universita’ Degli Studi Di Catania},
 year = {2013}}

@article{Cao2013,
 author = {Cao, H. and Kot, A.C.},
 title = {Estimating EXIF Parameters Based on Noise Features for Image Manipulation Detection},
 journal = {IEEE Transactions on Information Forensics and Security},
 year = {2013},
 volume = {8},
 pages = {608--618}}

@article{Carvalho2013,
 author = {de Carvalho, T. and Riess, C. and Angelopoulou, E. and Pedrini, H. and Rocha, A. R.},
 title = {Exposing Digital Image Forgeries by Illumination Color Classification},
 journal = {IEEE Transactions on Information Forensics and Security},
 year = {2013},
 volume = {8},
 number = {7},
 pages = {1182--1194}}

@inproceedings{Chakraborty2013,
 author = {Chakraborty, Somnath},
 title = {Copy move image forgery detection using mutual information},
 booktitle = {Computing, Communications and Networking Technologies (ICCCNT),2013 Fourth International Conference on},
 year = {2013},
 pages = {1--4}}

@article{Chan2013,
 author = {Chan, Lit-Hung and Law, Ngai-Fong and Siu, Wan-Chi},
 title = {A confidence map and pixel-based weighted correlation for PRNU-based camera identification},
 journal = {Digital Investigation},
 publisher = {Elsevier},
 year = {2013}}

@incollection{Chang2013,
 author = {Chang, Tang-You and Lin, Guo-Shiang and Tai, Shen-Chuan},
 title = {Identifying Device Brand by Using Characteristics of Color Filter Array},
 booktitle = {Advances in Intelligent Systems and Applications - Volume 2},
 publisher = {Springer Berlin Heidelberg},
 year = {2013},
 volume = {21},
 pages = {349--358}}

@article{Chen2013c,
 author = {Chen, C. and Ni, J. and Huang, J.},
 title = {Blind Detection of Median Filtering in Digital Images: A Difference Domain Based Approach},
 journal = {Image Processing, IEEE Transactions on},
 year = {2013},
 volume = {PP},
 number = {99},
 pages = {1--1}}

@article{Chen2013g,
 author = {C. Chen and J. Ni and J. Huang},
 title = {Blind Detection of Median Filtering in Digital Images: A Difference Domain Based Approach},
 journal = {IEEE_J_IP},
 year = {2013},
 volume = {22},
 number = {12},
 pages = {4699--4710}}

@inbook{Chen2013d,
 author = {Likai Chen and Wei Lu and Jianqun Ni},
 title = {3 An Image region Description Method Based on Stap Sector Statistics and its Application in Image Copy-Rotate/Flip-Move Forgery Detection},
 booktitle = {Emerging Digital Forensics Application for Crime Detection, Prevention and Security},
 publisher = {IGI Global},
 year = {2013},
 pages = {35--49}}

@article{Chen2013a,
 author = {Chen, Likai and Lu, Wei and Ni, Jiangqun and Sun, Wei and Huang, Jiwu},
 title = {Region duplication detection based on Harris corner points and step sector statistics},
 journal = {Journal of Visual Communication and Image Representation},
 publisher = {Elsevier},
 year = {2013},
 volume = {24},
 number = {3},
 pages = {244--254}}

@incollection{Chen2013b,
 author = {Chen, Luyi and Wang, Shilin and Li, Shenghong and Li, Jianhua},
 title = {Countering Universal Image Tampering Detection with Histogram Restoration},
 booktitle = {Digital Forensics and Watermaking},
 publisher = {Springer Berlin Heidelberg},
 year = {2013},
 volume = {7809},
 pages = {282--289}}

@techreport{Chen2013,
 author = {Chen, S. and Pande, A. and Zeng, K. and Mohapatra, P.},
 title = {Video Source Identification in Lossy Wireless Networks},
 school = {Department of Computer Science, University of California, Davis, CA 95616},
 year = {2013}}

@inproceedings{Chen2013e,
 author = {Chen, Yi-Lei and Hsu, Chiou-Ting},
 title = {What has been tampered? From a sparse manipulation perspective},
 booktitle = {Multimedia Signal Processing (MMSP), 2013 IEEE 15th International Workshop on},
 year = {2013},
 pages = {123--128}}

@inproceedings{Chen2013f,
 author = {Zhipeng Chen and Yao Zhao and Rongrong Ni},
 title = {Forensics of blurred images based on no-reference image quality assessment},
 booktitle = {Signal and Information Processing (ChinaSIP), 2013 IEEE China Summit & International Conference on},
 year = {2013},
 pages = {437--441}}

@inproceedings{Chierchia2013,
 author = {Giovann Chierchia and Poggi, Giovanni and Sansone, Carlo and Verdoliva, Luisa},
 title = {PRNU-based forgery detection with regularity constraints and global optimization},
 booktitle = {Multimedia Signal Processing (MMSP), 2013 IEEE 15th International Workshop on},
 year = {2013},
 pages = {236--241}}

@conference{Chippendale2013,
 author = {Chippendale},
 title = {Geo-positional Image Forensics through Scene-terrain Registration},
 booktitle = {Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2013)},
 publisher = {Scitepress},
 year = {2013}}

@article{Choi2013,
 author = {Chang-Hee Choi and Hae-Yeoun Lee and Heung-Kyu Lee},
 title = {Estimation of color modification in digital images by CFA pattern change},
 journal = {Forensic Science International},
 year = {2013},
 volume = {-},
 number = {0},
 pages = {-}}

@inproceedings{Chu2013a,
 author = {Xiaoyu Chu and Matthew C. Stamm and Yan Chen, K. J. Ray Liu},
 title = {Concealability-rate-distortion Tradeoff In Image Compression Anti-forensics},
 booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2013},
 journal = {Proceedings of the 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013},
 year = {2013},
 pages = {3063--3067}}

@article{Ciptasari2013,
 author = {Ciptasari},
 title = {Exploiting reference images in exposing geometrical distortions},
 journal = {International Journal of Multimedia & Its Applications (IJMA)},
 year = {2013},
 volume = {5},
 number = {3}}

@incollection{Ciptasari2013a,
 author = {Ciptasari, RimbaWhidiana and Rhee, Kyung-Hyune and Sakurai, Kouichi},
 title = {Image Splicing Verification Based on Pixel-Based Alignment Method},
 booktitle = {Digital Forensics and Watermaking},
 publisher = {Springer Berlin Heidelberg},
 year = {2013},
 volume = {7809},
 pages = {198--212}}

@inproceedings{Comesana2013,
 author = {Pedro Comesana and Fernando Perez-Gonzalez and and Noelia Liste},
 title = {Quantization Lattice Estimation for Multimedia Forensics},
 booktitle = {Proc. IEEE International Conference on Image Processing ICIP 2013},
 year = {2013},
 pages = {4462 -- 4466}}

@inproceedings{Comesana-Alfaro2013,
 author = {Pedro Comesaña-Alfaro and Fernando Pérez-González},
 title = {Optimal Counterforensics For Histogram-based Forensics},
 booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2013},
 journal = {Proceedings of the 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013},
 year = {2013}}

@electronic{Conotter2013a,
 author = {Conotter, V and Comesana, P and Pérez-González, F},
 title = {Joint detection of full-frame linear filtering and JPEG compression in digital images},
 year = {2013}}

@inproceedings{Conotter2013,
 author = {Valentina Conotter and Pedro Comesaña-Alfaro and Fernando Pérez-González},
 title = {Forensic Analysis Of Full-frame Linearly Filtered Jpeg Images},
 booktitle = {Proc. IEEE International Conference on Image Processing ICIP 2013},
 year = {2013},
 pages = {4517 -- 4521}}

@article{Cooper2013,
 author = {Alan J. Cooper},
 title = {Improved photo response non-uniformity (PRNU) based source camera identification},
 journal = {Forensic Science International},
 year = {2013},
 volume = {-},
 number = {0},
 pages = {-}}

@article{Corripio2013,
 author = {Jocelin Rosales Corripio and Ana Lucila Sandoval Orozco and Luis Javier Garc’ıa Villalba and Julio Hernandez-Castro and Stuart James Gibson},
 title = {Source Smartphone Identification Using Sensor Pattern Noise and Wavelet Transform},
 journal = {The 5th International Conference on Imaging for Crime Detection and Prevention, 16th-17th December 2013, London, UK.},
 year = {2013}}

@article{deCosta2013,
 author = {Filipe O. de Costa and Ewerton Silva and Michael Eckmann and Walter J. Scheirer and Anderson Rocha},
 title = {Open Set Source Camera Attribution and Device Linking},
 journal = {Pattern Recognition Letters},
 year = {2013},
 number = {0},
 pages = {-}}

@inproceedings{Cozzolino2013,
 author = {D. Cozzolino and F. Gargiulo and C. Sansone and L. Verdoliva},
 title = {Multiple Classifier Systems for Image Forgery Detection},
 booktitle = {Proc. of the International Conference on Image Analysis and Processing (ICIAP)},
 journal = {International Conference on Image Analysis and Processing (ICIAP)},
 year = {2013}}

@article{Cozzolino2013a,
 author = {Davide Cozzolino and Diego Gragnaniello and Luisa Verdoliva},
 title = {A novel framework for image forgery localization},
 journal = {arXiv.org},
 year = {2013}}

@article{Cozzolino2013b,
 author = {Davide Cozzolino and Diego Gragnaniello and Luisa Verdoliva},
 title = {Image forgery detection based on the fusion of machine learning and block-matching methods},
 journal = {arXiv.org},
 year = {2013}}

@article{HYUN2013,
 author = {Dai-Kyung HYUN and Dae-Jin JUNG and Hae-Yeoun LEE and Heung-Kyu LEE},
 title = {Rotation-Tolerant Camera Identification Using Optimal Tradeoff Circular Harmonic Function Correlation Filter},
 journal = {IEICE TRANSACTIONS on Information and Systems},
 year = {2013},
 volume = {E96-D},
 number = {6},
 pages = {1394--1397}}

@inproceedings{Dang-Nguyen2013,
 author = {D. T. Dang-Nguyen and I. D. Gebru and V. Conotter and G. Boato and F. G. B. De Natale},
 title = {Counter-forensics of median filtering},
 booktitle = {Proc. IEEE 15th Int Multimedia Signal Processing (MMSP) Workshop},
 year = {2013},
 pages = {260--265}}

@article{Datta2013,
 author = {Unmukh Datta and Chetna Sharma},
 title = {Analysis of Copy-Move Image Forgery Detection},
 journal = {IInternational Journal of Advanced Research in Computer Science and Electroic Engineering(IJARCSEE)},
 year = {2013},
 volume = {2},
 number = {2}}

@article{Davarzani2013,
 author = {Reza Davarzani and Khashayar Yaghmaie and Saeed Mozaffari and Meysam Tapak},
 title = {Copy-move forgery detection using multiresolution local binary patterns},
 journal = {Forensic Science International},
 year = {2013},
 volume = {231},
 number = {1--3},
 pages = {61--72}}

@incollection{Deever2013,
 author = {Aaron Deever and Mrityunjay Kumar and Bruce Pillman},
 title = {Digital Camera Image Formation: Processing and Storage},
 booktitle = {Digital Image Forensics},
 publisher = {Springer New York},
 year = {2013},
 pages = {45--78}}

@electronic{Deng2013,
 author = {Zhonghai Deng and Jingyuan Zhang and Yuguang Zeng},
 title = {Image Splicing Detection via Demosaicking Inconsistency},
 year = {2013}}

@article{Dezfoli2013,
 author = {Farhood Norouzizadeh Dezfoli and Ali Dehghantanha and Ramlan Mahmoud and Nor Fazlida Binti Mohd Sani and Farid Daryaba},
 title = {Digital Forensic Trends and Future},
 journal = {International Journal of Cyber-Security and Digital Forensics (IJCSDF)},
 year = {2013},
 volume = {2},
 number = {2},
 pages = {48--76}}