ICLScan: Detecting Backdoors in Black-Box Large Language Models via Targeted In-context Illumination

Item #:

085713-4998

Details

DOI: https://doi.org/10.52202/085713-4998
Author(s): Xiaoyi Pang, Xuanyi Hao, Song Guo, Qi Luo, Zhibo Wang
Pages: 165950-165976 (27 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/10.52202/085713-4998
Author(s): Xiaoyi Pang, Xuanyi Hao, Song Guo, Qi Luo, Zhibo Wang
Pages: 165950-165976 (27 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)