PDA: Text-Augmented Defense Framework for Robust Vision-Language Models against Adversarial Image Attacks

Jingning Xu, Haochen Luo, Chen Liu

Vision-language models (VLMs) are vulnerable to adversarial image perturbations. Existing works based on adversarial training against task-specific adversarial examples are computa…