T.-Y. Chen

Sparse Adversarial Patch Attack and Robustness Evaluation Algorithm for Vision-Language Models

Visual language models (VLMs) have demonstrated outstanding performance in high-value domains such as autonomous driving, unmanned system navigation, and intelligent question-answering; however, the security of their cross-modal alignment mechanisms has not yet been fully verified. Existing visual adversarial patch att...