Visual Self-Fulfilling Alignment: Shaping Safety-Oriented Personas via Threat-Related Images

Qishun Yang, Shu Yang, Lijie Hu +1

Multimodal large language models (MLLMs) face safety misalignment, where visual inputs enable harmful outputs. To address this, existing methods require explicit safety labels or c…