Filter, Obstruct and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning

Xinrui Wang, Chuanxing Geng, Wenhai Wan +2

Recent studies have verified that semi-supervised learning (SSL) is vulnerable to data poisoning backdoor attacks. Even a tiny fraction of contaminated training data is sufficient…