Bridging the Task Gap: Multi-Task Adversarial Transferability in CLIP and Its Derivatives

Kuanrong Liu, Siyuan Liang, Cheng Qian +2

As a general-purpose vision-language pretraining model, CLIP demonstrates strong generalization ability in image-text alignment tasks and has been widely adopted in downstream appl…