Adams Kong*

Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised Defense

"Availability poisons exploit supervised learning (SL) algorithms by introducing class-related shortcut features in images such that models trained on poisoned data are useless for real-world datasets. Self-supervised learning (SSL), which utilizes augmentations to learn instance discrimination, is…