Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning

Ajinkya Tejankar, Maziar Sanjabi, Qifan Wang +4

Recently, self-supervised learning (SSL) was shown to be vulnerable to patch-based data poisoning backdoor attacks. It was shown that an adversary can poison a small part of the un…