Can KANs Do It? Toward Interpretable Deep Learning-Based Side-Channel Analysis

Kota Yoshida, Sengim Karayalcin, Stjepan Picek. Can KANs Do It? Toward Interpretable Deep Learning-Based Side-Channel Analysis. In Mark Manulis, editor, Applied Cryptography and Network Security Workshops - ACNS 2025 Satellite Workshops: AIHWS, AIoTS, QSHC, SCI, PrivCrypt, SPIQE, SiMLA, and CIMSS 2025, Munich, Germany, June 23-26, 2025, Revised Selected Papers, Part I. Volume 15653 of Lecture Notes in Computer Science, pages 40-57, Springer, 2025. [doi]

Abstract

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