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Yi-Peng Shi

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Open access Sep 2026

TAME: A Deep Learning-based Blind Side-Channel Analysis Framework

Side-Channel Analysis (SCA) methods critically depend on access to known plaintext/ciphertext, an assumption violated in many practical scenarios such as OCB encryption mode and the EMV payment protocol. Blind SCA addresses this challenge by operating without plaintext/ciphertext, relying instead on a three-phase pipel...

Jin-Tong Yu, Yuxuan Wang, Pei Cao et al. · 0 citations
Open access Jul 2026

Neur-SASCA: High-Noise-Tolerant and Automated Single-Trace Attack against NTT

This paper presents an alternative approach: a SASCA framework, Neur-SASCA, that integrates neural networks with BP, and features a higher level of automation, as it directly processes raw NTT traces without requiring manual trace alignment or localization of all leakage points.

Yuxuan Wang, Jin-Tong Yu, Yihan Nie et al. · 0 citations

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