一作ACL 2026Findings· Findings of ACL
R e C on: Active Defense against Large Vision-Language Model Jailbreaks via Reverse Safety Concept Injection
Zheng He · Yiwei Wang · Hongxing Wang · Yujun Cai
摘要
Large Vision-Language Models (LVLMs) confront an escalating threat from sophisticated multimodal jailbreak attacks. However, existing defense strategies suffer from three critical limitations: (1) the neglect of visual threats; (2) a lack of fine-grained specificity regarding specific attack sema...