Safety-Potential Pruning for Enhancing Safety Prompts Against VLM Jailbreaking Without Retraining

Chongxin Li, Hanzhang Wang, Lian Duan

Safety prompts constitute an interpretable layer of defense against jailbreak attacks in vision-language models (VLMs); however, their efficacy is constrained by the models' latent…