Understanding and Mitigating Token-Pruning-Induced Vulnerabilities in VLMs

Shuailong Wang, Xinyu Lyu, Shengming Yuan +3

Token-Pruning accelerates Vision-Language Models by removing redundant visual tokens, yet its safety implications remain underexplored. In this work, we present the first comprehen…