Lejla Batina

\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. …

CNN architecture extraction on edge GPU

2024 · arXiv (Cornell University)

Neural networks have become popular due to their versatility and state-of-the-art results in many applications, such as image classification, natural language processing, speech recognition, forecasting, etc. These applications are also used in resource-constrained environments such …