DARE to Diversify: DAta Driven and Diverse LLM REd Teaming

Author:

Nagireddy Manish1ORCID,Guillén Pegueroles Bernat2ORCID,Baldini Ioana3ORCID

Affiliation:

1. IBM Research, Cambridge, Massachusetts, USA

2. Google, Zurich, CH

3. IBM Research, Yorktown Heights, New York, USA

Publisher

ACM

Reference26 articles.

1. . 2024. Python Risk Identification Tool for generative AI (PyRIT). "https://github.com/Azure/PyRIT" Retrieved March 27, 2024 from

2. Samuel Bowman. 2022. The Dangers of Underclaiming: Reasons for Caution When Reporting How NLP Systems Fail. In ACL.

3. Stephen Casper, Jason Lin, Joe Kwon, Gatlen Culp, and Dylan Hadfield-Menell. 2023. Explore, Establish, Exploit: Red Teaming Language Models from Scratch. arxiv: 2306.09442

4. Yixin Cheng, Markos Georgopoulos, Volkan Cevher, and Grigorios G. Chrysos. 2024. Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks. arxiv: 2402.09177 [cs.LG]

5. Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Hao Zhang, Banghua Zhu, Michael Jordan, Joseph E. Gonzalez, and Ion Stoica. 2024. Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference. arxiv: 2403.04132 [cs.AI]

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