Scenes as an Attack Surface: Uncovering Scene-Grounded Safety Failures in MLLMs

Tongxi Wu, Yuyang Cheng, Jiacheng Xian +5

Existing jailbreak attacks have exposed serious safety weaknesses in multimodal large language models (MLLMs). Most prior attacks rely on specially constructed visual inputs to car…