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

Identifying the authenticity and processing history of an image is an important task in multimedia forensics. By analyzing traces left by different image manipulations, researchers have been able to develop several algorithms capable of detecting targeted editing operations. While this approach has led to the development of several successful forensic algorithms, an important problem remains: crea...