Multi-Dimensional Fusion Deep Learning for Side Channel Analysis
Tuo Deng,
Huanyu Wang,
Dalin He
et al.
Abstract:The rapid advancement of deep learning has significantly heightened the threats posed by Side-Channel Attacks (SCAs) to information security, transforming their effectiveness to a degree several orders of magnitude superior to conventional signal processing techniques. However, the majority of existing Deep-Learning Side-Channel Attacks (DLSCAs) primarily focus on the classification accuracy of the trained model at the attack stage, often assuming that adversaries have unlimited computational and time resource… Show more
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