作者位次 #6/7ACL 2026Findings· Findings of ACL
Neuronal Insights into LLM Attacks: Targeted Neuron Tuning for Precise and Robust Vulnerability Patching
Dan Shi · Renren Jin · Zhuowen Han · Yuqi Ren · Xinwei Wu · Zhigen Li · Deyi Xiong
摘要
Despite recent advances in safety alignment, large language models (LLMs) remain highly susceptible to adversarial attacks, while the internal mechanisms behind such vulnerabilities are still poorly understood. Existing gradient-based attribution methods offer valuable interpretability for analyz...