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Mukhtar, Naila (author), Batina, Lejla (author), Picek, S. (author), Kong, Yinan (author)
Deep learning-based side-channel analysis performance heavily depends on the dataset size and the number of instances in each target class. Both small and imbalanced datasets might lead to unsuccessful side-channel attacks. The attack performance can be improved by generating traces synthetically from the obtained data instances instead of...
conference paper 2022