Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense

Hua Ma, Shang Wang, Yansong Gao +7

All current backdoor attacks on deep learning (DL) models fall under the category of a vertical class backdoor (VCB) -- class-dependent. In VCB attacks, any sample from a class act…