Learning When to Stop: A Mutual Information Approach to Prevent Overfitting in Profiled Side-Channel Analysis

Guilherme Perin, Ileana Buhan, Stjepan Picek. Learning When to Stop: A Mutual Information Approach to Prevent Overfitting in Profiled Side-Channel Analysis. In Shivam Bhasin, Fabrizio De Santis, editors, Constructive Side-Channel Analysis and Secure Design - 12th International Workshop, COSADE 2021, Lugano, Switzerland, October 25-27, 2021, Proceedings. Volume 12910 of Lecture Notes in Computer Science, pages 53-81, Springer, 2021. [doi]

Abstract

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