#HITBGSEC COMMSEC: How To Detect Fake Faces (Manipulated Images) Using CNNs - Jay Xiong

Recently, the rapid progress in facial image manipulation raises significant concerns on the implication on society. These facial manipulations such as face swapping and face merging could cause serious social, political, or commercial problems. There is an urgent need for effective methods to expose fake face images. While these facial image manipulation methods show stunning results, there are artifacts could be exposed. We find CNN-based networks can effectively distinguish the fake face images from the