Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks

DOI10.1007/978-3-319-57339-7_4zbMath1408.94959OpenAlexW2606298151MaRDI QIDQ4975179

Stjepan Picek, Axel Legay, Alan Jovic, Annelie Heuser

Publication date: 4 August 2017

Published in: Progress in Cryptology - AFRICACRYPT 2017 (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-57339-7_4

zbMATH Keywords

hierarchical classificationside-channel attacksmachine learning techniqueshierarchical attackprofiled scenariostructured attack

Mathematics Subject Classification ID

Cryptography (94A60)

Uses Software

• WEKA
• C4.5

Cites Work

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• Power analysis attack: an approach based on machine learning
• Bayesian network classifiers
• Robust profiling for DPA-style attacks
• A New Difference Method for Side-Channel Analysis with High-Dimensional Leakage Models

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