We introduce an automated solution for large-scale LLM jailbreak susceptibility assessment called LLM-Fuzzer.

Aug 16, 2024 · This highlights that many open- source and commercial LLMs suffer from severe jailbreak issues, even after safety fine-tuning. 1 Introduction.

6 days ago · To address these scalability issues, we introduce an automated solution for large-scale LLM jailbreak susceptibility assessment called LLM- ...

The jailbreak threat poses a significant concern for Large Language Models (LLMs), primarily due to their potential to generate content at scale.

We introduce an automated solution for large-scale LLM jailbreak susceptibility assessment called LLM-F UZZER.

LLM-Fuzzer: Scaling Assessment of Large Language Model Jailbreaks. Jiahao Yu, Xingwei Lin, Zheng Yu, and 1 more author. In Proceedings of the 2024 USENIX ...

Apr 14, 2024 · In this work, we introduce FuzzLLM, a novel and universal framework that adeptly utilizes fuzzing techniques to proac- tively unearth jailbreak ...

Dec 16, 2024 · Our study offers valuable insights for future research on jailbreak attacks and defenses and serves as a benchmark tool for re- searchers and ...

This is the official repository for GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts by Jiahao Yu, Xingwei Lin, Zheng Yu, ...