JBShield: Defending Large Language Models from Jailbreak Attacks through Activated Concept Analysis and Manipulation

Shenyi Zhang, Yuchen Zhai, Keyan Guo +7

Despite the implementation of safety alignment strategies, large language models (LLMs) remain vulnerable to jailbreak attacks, which undermine these safety guardrails and pose sig…