Data reduction for black-box adversarial attacks against deep neural networks based on side-channel attacks

Hanxun Zhou; Zhihui Liu; Yufeng Hu; Shuo Zhang; Longyu Kang; Yong Feng; Yan Wang; Wei Guo; Cliff C. Zou

doi:10.1016/j.cose.2025.104401

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Data reduction for black-box adversarial attacks against deep neural networks based on side-channel attacks

Hanxun Zhou Zhihui Liu Yufeng Hu Shuo Zhang Longyu Kang Yong Feng Yan Wang Wei Guo Cliff C. Zou

Year: 2025 Journal: Computers & Security Vol: 153 Pages: 104401-104401 Publisher: Elsevier BV

DOI: 10.1016/j.cose.2025.104401

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Keywords:

Side channel attack Computer science Reduction (mathematics) Black box Adversarial system Computer security Channel (broadcasting) Artificial neural network Computer network Artificial intelligence Cryptography Mathematics

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Adversarial Robustness in Machine Learning

Physical Sciences → Computer Science → Artificial Intelligence

Advanced Malware Detection Techniques

Physical Sciences → Computer Science → Signal Processing

Physical Unclonable Functions (PUFs) and Hardware Security

Physical Sciences → Computer Science → Hardware and Architecture

Data reduction for black-box adversarial attacks against deep neural networks based on side-channel attacks

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