Order vs. Chaos: A Language Model Approach for Side-channel Attacks

ePrint Report: Order vs. Chaos: A Language Model Approach for Side-channel Attacks

Praveen Kulkarni, Vincent Verneuil, Stjepan Picek, Lejla Batina

We introduce the Order vs. Chaos (OvC) classifier, a novel language-model approach for side-channel attacks combining the strengths of multitask learning (via the use of a language model), multimodal learning, and deep metric learning. Our methodology offers a viable substitute for the multitask classifiers used for learning multiple targets, as put forward by Masure et al. We highlight some well-known …

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