A Comparison of Weight Initializers in Deep Learning-Based Side-Channel Analysis

Huimin Li, Marina Krcek, Guilherme Perin. A Comparison of Weight Initializers in Deep Learning-Based Side-Channel Analysis. In Jianying Zhou 0001, Mauro Conti, Chuadhry Mujeeb Ahmed, Man Ho Au, Lejla Batina, Zhou Li 0001, Jingqiang Lin, Eleonora Losiouk, Bo Luo, Suryadipta Majumdar, Weizhi Meng, Martín Ochoa, Stjepan Picek, Georgios Portokalidis, Cong Wang 0001, Kehuan Zhang, editors, Applied Cryptography and Network Security Workshops - ACNS 2020 Satellite Workshops, AIBlock, AIHWS, AIoTS, Cloud S&P, SCI, SecMT, and SiMLA, Rome, Italy, October 19-22, 2020, Proceedings. Volume 12418 of Lecture Notes in Computer Science, pages 126-143, Springer, 2020. [doi]

Authors

Huimin Li

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Marina Krcek

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Guilherme Perin

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