Simple Horizontal Class Backdoors Easily Evade Existing Defenses

Horizontal class backdoor (HCB) attacks can trivially breach the class dependence characteristic of existing vertical class backdoor (VCB) attacks, enabling a simple yet effective backdoor that is independent of the source class.