VisualLeakBench: Auditing the Fragility of Large Vision-Language Models against PII Leakage and Social Engineering

Youting Wang, Yuan Tang, Yitian Qian +1

As Large Vision-Language Models (LVLMs) are increasingly deployed in agent-integrated workflows and other deployment-relevant settings, their robustness against semantic visual att…