Certified Adversarial Robustness via Randomized $\alpha$-Smoothing for Regression Models

Item #:

079017-4263

Details

DOI: https://doi.org/10.52202/079017-4263
Author(s): Farhad Farokhi, Olga Ohrimenko, Aref Rekavandi, Benjamin Rubinstein
Pages: 134127-134150 (24 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/10.52202/079017-4263
Author(s): Farhad Farokhi, Olga Ohrimenko, Aref Rekavandi, Benjamin Rubinstein
Pages: 134127-134150 (24 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)