Attack via Overfitting: 10-shot Benign Fine-tuning to Jailbreak LLMs

Item #:

085713-1046

Details

DOI: https://doi.org/10.52202/085713-1046
Author(s): Zhixin Xie, Xurui Song, Jun Luo
Pages: 35204-35238 (35 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-1046
Author(s): Zhixin Xie, Xurui Song, Jun Luo
Pages: 35204-35238 (35 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)