2 papers
cs.CR2025
Distillability of LLM Security Logic: Predicting Attack Success Rate of Outline Filling Attack via Ranking Regression
Tianyu Zhang, Zihang Xi, Jingyu Hua +1
In the realm of black-box jailbreak attacks on large language models (LLMs), the feasibility of constructing a narrow safety proxy, a lightweight model designed to predict the atta…
cs.CR2024
Subtoxic Questions: Dive Into Attitude Change of LLM's Response in Jailbreak Attempts
Tianyu Zhang, Zixuan Zhao, Jiaqi Huang +2
As Large Language Models (LLMs) of Prompt Jailbreaking are getting more and more attention, it is of great significance to raise a generalized research paradigm to evaluate attack…