SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification

Item #:

079017-3853

Details

DOI: https://doi.org/10.52202/079017-3853
Author(s): Mingsong Chen, Ming Hu, Chentao Jia, Tianlin Li, Xian Wei, Xiaofei Xie, DengKe Yan, Yanxin Yang
Pages: 121236-121264 (29 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-3853
Author(s): Mingsong Chen, Ming Hu, Chentao Jia, Tianlin Li, Xian Wei, Xiaofei Xie, DengKe Yan, Yanxin Yang
Pages: 121236-121264 (29 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)