Robust Classification Under $\ell_0$ Attack for the Gaussian Mixture Model

DOI10.1137/21M1426286OpenAlexW4220793518MaRDI QIDQ5070852

Payam Delgosha, Ramtin Pedarsani, Hamed Hassani

Publication date: 14 April 2022

Published in: SIAM Journal on Mathematics of Data Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2104.02189

zbMATH Keywords

robust classificationadversarial learningsparse adversarial attacks

Mathematics Subject Classification ID

Computational learning theory (68Q32) General topics in artificial intelligence (68T01) Probability in computer science (algorithm analysis, random structures, phase transitions, etc.) (68Q87)

Cites Work

• Adversarial Risk via Optimal Transport and Optimal Couplings

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