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

Servio Paguada, Lejla Batina, Ileana Buhan +1

The absence of an algorithm that effectively monitors deep learning models used in side-channel attacks increases the difficulty of evaluation. If the attack is unsuccessful, the q…