Improving Generalizability and Undetectability for Targeted Adversarial Attacks on Multimodal Pre-trained Models

Zhifang Zhang, Jiahan Zhang, Shengjie Zhou +4

Multimodal pre-trained models (e.g., ImageBind), which align distinct data modalities into a shared embedding space, have shown remarkable success across downstream tasks. However,…