Matthew C. Stamm

A Deep Learning Approach to Universal Image Manipulation Detection Using a New Convolutional Layer

Belhassen Bayar, Matthew C. Stamm · 2016 · 826 citations

Computing, Computer Science, Computer Vision +16

Constrained Convolutional Neural Networks: A New Approach Towards General Purpose Image Manipulation Detection

Belhassen Bayar, Matthew C. Stamm · IEEE Transactions on Information Forensics and Security · 2018 · 573 citations

Computing, Computer Science, Computer Vision +14

Information Forensics: An Overview of the First Decade

Matthew C. Stamm, Min Wu, K. J. Ray Liu · IEEE Access · 2013 · 389 citations · Full text

Computing, Computer Science, Information Technology +13

Forensic detection of image manipulation using statistical intrinsic fingerprints

Matthew C. Stamm, K J R Liu · IEEE Transactions on Information Forensics and Security · 2010 · 316 citations

Arts, Information Technology, Biomedical Imaging +16

Robust Median Filtering Forensics Using an Autoregressive Model

Xiangui Kang, Matthew C. Stamm, Anjie Peng et al. · IEEE Transactions on Information Forensics and Security · 2013 · 225 citations

Arts, Information Technology, Computer Vision +16