Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach

Jiwei Guan, Tianyu Ding, Longbing Cao +3

Vision-language pretraining (VLP) with transformers has demonstrated exceptional performance across numerous multimodal tasks. However, the adversarial robustness of these models h…