BACKDOOR ATTACKS IN CLIP

Summary from the TLDR AI newsletter

Researchers reveal that CLIP models are highly vulnerable to poisoning backdoor attacks, achieving nearly 100% attack success with minimal poisoned data. They propose an efficient detection method using local outlier detection, uncovering unintentional backdoors in existing datasets.