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\nToward practical autoencoder-based side-channel analysis evaluations

2021 · Radboud Repository (Radboud University)

\n Contains fulltext :\n 236615pub.pdf (Publisher’s version ) (Open Access)\n \n Contains fulltext :\n 236615.pdf (Author’s version preprint ) (Open Access)\n

Being Patient and Persistent: Optimizing An Early Stopping Strategy for Deep Learning in Profiled Attacks

2023 · IEEE Transactions on Computers

The absence of an algorithm that effectively monitors the deep learning models used in side-channel attacks increases the difficulty of a security evaluation. If an attack is unsuccessful, that could be due to multiple reasons. …