Robust Vision-Language Models via Tensor Decomposition: A Defense Against Adversarial Attacks

Het Patel, Muzammil Allie, Qian Zhang +2

Vision language models (VLMs) excel in multimodal understanding but are prone to adversarial attacks. Existing defenses often demand costly retraining or significant architecture c…