OMG-ATTACK: Self-Supervised On-Manifold Generation of Transferable Evasion Attacks

Ofir Bar Tal, Adi Haviv, Amit H. Bermano

Evasion Attacks (EA) are used to test the robustness of trained neural networks by distorting input data to misguide the model into incorrect classifications. Creating these attack…