Achieving adversarial robustness via sparsity

DOI10.1007/s10994-021-06049-9OpenAlexW3206981768MaRDI QIDQ2127259

Shuo Shao, Pengzhi Chu, Liyao Xiang, Nanyang Ye, Ningyi Liao, Shu-Fan Wang

Publication date: 20 April 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2009.05423

zbMATH Keywords

robustnesssparsityadversarial learningneural network pruning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• DeepFool
• ThiNet

Cites Work

• Robustness and generalization
• Analysis of classifiers' robustness to adversarial perturbations

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