Belhassen Bayar

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

Belhassen Bayar, Matthew C. Stamm · 2016 · 799 citations

Convolutional Neural Network, Engineering, Machine Learning +17

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 · 555 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Design Principles of Convolutional Neural Networks for Multimedia Forensics

Belhassen Bayar, Matthew C. Stamm · Electronic Imaging · 2017 · 109 citations

Convolutional Neural Network, Engineering, Machine Learning +16

On the robustness of constrained convolutional neural networks to JPEG post-compression for image resampling detection

Belhassen Bayar, Matthew C. Stamm · 2017 · 66 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Towards Open Set Camera Model Identification Using a Deep Learning Framework

Belhassen Bayar, Matthew C. Stamm · 2018 · 48 citations

Scene Analysis, Engineering, Machine Learning +19