STARE: Step-wise Temporal Alignment and Red-teaming Engine for Multi-modal Toxicity Attack

Xutao Mao, Liangjie Zhao, Tao Liu +3

Red-teaming Vision-Language Models is essential for identifying vulnerabilities where adversarial image-text inputs trigger toxic outputs. Existing approaches treat image generatio…