Still Making Noise: Improving Deep- Learning-Based Side- Channel Analysis

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Jaehun Kim, Stjepan Picek, Annelie Heuser, Shivam Bhasin, Alan Hanjalic

Published: 2025, Last Modified: 16 Feb 2026IEEE Des. Test 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Editor’s notes: Side-channel attacks have been undermining cryptosystems for almost three decades. Advances in machine learning techniques have shown great promise in improving the performance and efficiency of side-channel attacks, even on systems with countermeasures. This article provides a systematic approach to applying ML techniques for side-channel attacks. —Jeyavijayan Rajendran, Texas A&M University, USA