Aug 2026
Backdoor Attacks on CLIP via Prompt Learning.
This work introduces BadCLIP, a novel backdoor attack that leverages prompt learning to effectively inject malicious behaviors into CLIP models even in data-scarce scenarios and achieves high attack success rates while maintaining comparable accuracy on clean images.
Kuofeng Gao, Jiawang Bai, Shaobo Min et al.
· IEEE Transactions on Pattern... · 0 citations