Efficient Regression-Based Linear Discriminant Analysis for Side-Channel Security Evaluations

Efficient Regression-Based Linear Discriminant Analysis for Side-Channel Security Evaluations

32-bit software implementations become increasingly popular for embedded security applications. As a result, profiling 32-bit target intermediate values becomes increasingly needed to evaluate their side-channel security. This implies the need of statistical tools that can deal with long traces and...

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Bibliographic Details
Main Authors: Gaëtan Cassiers, Henri Devillez, François-Xavier Standaert, Balazs Udvarhelyi
Format: Article
Language:English
Published: Ruhr-Universität Bochum 2023-06-01
Series:Transactions on Cryptographic Hardware and Embedded Systems
Subjects:
Linear Regression
Linear Discriminant Analysis
Belief Propagation
Online Access:https://tches.iacr.org/index.php/TCHES/article/view/10964

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https://tches.iacr.org/index.php/TCHES/article/view/10964

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