On the Performance of Convolutional Neural Networks for Side-Channel Analysis

Stjepan Picek, Ioannis Petros Samiotis, Jaehun Kim, Annelie Heuser, Shivam Bhasin, Axel Legay. On the Performance of Convolutional Neural Networks for Side-Channel Analysis. In Anupam Chattopadhyay, Chester Rebeiro, Yuval Yarom, editors, Security, Privacy, and Applied Cryptography Engineering - 8th International Conference, SPACE 2018, Kanpur, India, December 15-19, 2018, Proceedings. Volume 11348 of Lecture Notes in Computer Science, pages 157-176, Springer, 2018. [doi]

Abstract

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