PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics

Item #:

079017-4303

Details

DOI: https://doi.org/10.52202/079017-4303
Author(s): Sunay Bhat, Alexander Branch, Jeffrey Jiang, Omead Pooladzandi, Gregory Pottie
Pages: 135380-135414 (35 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/10.52202/079017-4303
Author(s): Sunay Bhat, Alexander Branch, Jeffrey Jiang, Omead Pooladzandi, Gregory Pottie
Pages: 135380-135414 (35 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)