Digital Forensic Database
K. J. Ray Liu
First name(s): K. J. Ray
Last name(s): Liu

Publications of K. J. Ray Liu
2011
Matthew Stamm and K. J. Ray Liu, Anti-Forensics For Frame Deletion/Addition In MPEG Video, in: International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic, 2011
attachment
Matthew Stamm and K. J. Ray Liu, Anti-Forensics of Digital Image Compression (2011), in: IEEE Transactions on Information Forensics and Security, 6:3(1050-1065)
attachment
2010
Matthew Stamm, Steven Tjoa, W. Sabrina Lin and K. J. Ray Liu, Anti-Forensics of JPEG Compression, in: International Conference on Acoustics, Speech, and Signal Processing, Dallas, TX, pages 1694-1697, 2010
attachment
Matthew Stamm and K. J. Ray Liu, Forensic Detection of Image Manipulation Using Statistical Intrinsic Fingerprints (2010), in: IEEE Transactions on Information Forensics and Security, 5:3(492-506)
attachment
Matthew Stamm and K. J. Ray Liu, Forensic Estimation and Reconstruction of a Contrast Enhancement Mapping, in: International Conference on Acoustics, Speech, and Signal Processing, Dallas, TX, pages 1698-1701, 2010
attachment
Matthew Stamm, Steven Tjoa, W. Sabrina Lin and K. J. Ray Liu, Undetectable Image Tampering Through JPEG Compression Anti-Forensics, in: International Conference on Image Processing, Hong Kong, 2010
attachment
Matthew Stamm and K. J. Ray Liu, Wavelet-Based Image Compression Anti-Forensics, in: International Conference on Image Processing, Hong Kong, 2010
attachment
2009
Ashwin Swaminathan, Min Wu and K. J. Ray Liu, Component Forensics (2009), in: IEEE Signal Processing Magazine, 26:2(38-48)
attachment
W. Sabrina Lin, Steven Tjoa, H. Vicky Zhao and K. J. Ray Liu, Digital Image Source Coder Forensics via Intrinsic Fingerprints (2009), in: IEEE Transactions on Information Forensics and Security, 4:3(460-475)
attachment
2008
Ashwin Swaminathan, Min Wu and K. J. Ray Liu, A Pattern Classification Framework for Theoretical Analysis of Component Forensics, in: IEEE International Conference on Acoustics, Speech, and Signal Processing, Las Vegas, NV, pages 1665-1668, 2008
attachment
Matthew Stamm and K. J. Ray Liu, Blind Forensics of Contrast Enhancement in Digital Images, in: IEEE International Conference on Image Processing, San Diego, CA, pages 3112-3115, 2008
attachment
Ashwin Swaminathan, Min Wu and K. J. Ray Liu, Digital Image Forensics via Intrinsic Fingerprints (2008), in: IEEE Transactions on Information Forensics and Security, 3:1(101-117)
attachment
2007
Ashwin Swaminathan, Min Wu and K. J. Ray Liu, A Component Estimation Framework for Information Forensics, in: Workshop on Multimedia Signal Processing, Chania, Crete, Greece, pages 397-400, 2007
attachment
Steven Tjoa, W. Sabrina Lin, H. Vicky Zhao and K. J. Ray Liu, Block Size Forensic Analysis in Digital Images, in: IEEE International Conference on Acoustics, Speech, and Signal Processing, Honolulu, HI, 2007
attachment
W. Sabrina Lin, Steven Tjoa, H. Vicky Zhao and K. J. Ray Liu, Image Source Coding Forensics via Intrinsic Fingerprints, in: IEEE International Conference on Multimedia and Expo, Beijing, China, pages 1127-1130, 2007
attachment
Ashwin Swaminathan, Min Wu and K. J. Ray Liu, Intrinsic Fingerprints for Image Authentication and Steganalysis, in: SPIE Conference on Security, Steganography, and Watermarking of Multimedia Contents, San Jose, CA, 2007
attachment
Ashwin Swaminathan, Min Wu and K. J. Ray Liu, Nonintrusive Component Forensics of Visual Sensors Using Output Images (2007), in: IEEE Transactions on Information Forensics and Security, 2:1(91-106)
attachment
Ashwin Swaminathan, Min Wu and K. J. Ray Liu, Optimization of Input Pattern for Semi Non-Intrusive Component Forensics of Digital Cameras, in: IEEE International Conference on Acoustics, Speech, and Signal Processing, Honolulu, HI, pages 225-228, 2007
attachment
Steven Tjoa, W. Sabrina Lin and K. J. Ray Liu, Transform Coder Classification for Digital Image Forensics, in: IEEE International Conference on Image Processing, San Antonio, TX, 2007
attachment
2006
Ashwin Swaminathan, Min Wu and K. J. Ray Liu, Component Forensics of Digital Cameras: A Non-Intrusive Approach, in: Information Sciences and Systems, Princeton, NJ, pages 1194-1199, 2006
attachment
Ashwin Swaminathan, Min Wu and K. J. Ray Liu, Image Tampering Identification using Blind Deconvolution, in: IEEE International Conference on Image Processing, Atlanta, GA, pages 2309-2312, 2006
Ashwin Swaminathan, Min Wu and K. J. Ray Liu, Non-Intrusive Forensic Analysis of Visual Sensors Using Output Images, in: IEEE International Conference on Acoustics, Speech, and Signal Processing, Toulouse, France, 2006
attachment