Visual Exclusivity Attacks: Automatic Multimodal Red Teaming via Agentic Planning

Yunbei Zhang, Yingqiang Ge, Weijie Xu +3

Current multimodal red teaming treats images as wrappers for malicious payloads via typography or adversarial noise. These attacks are structurally brittle, as standard defenses ne…