Stjepan Picek

Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis

Jaehun Kim, Stjepan Picek, Annelie Heuser et al. · IACR Transactions on Cryptographic Hardware and Embedded Systems · 2019 · 215 citations · Full text

Engineering, Machine Learning, Information Security +19

The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations

Stjepan Picek, Annelie Heuser, Alan Jović et al. · IACR Transactions on Cryptographic Hardware and Embedded Systems · 2018 · 193 citations · Full text

Engineering, Machine Learning, Information Security +25

Reinforcement Learning for Hyperparameter Tuning in Deep Learning-based Side-channel Analysis

Jorai Rijsdijk, Lichao Wu, Guilherme Perin et al. · IACR Transactions on Cryptographic Hardware and Embedded Systems · 2021 · 134 citations · Full text

{CSI} {NN}: Reverse Engineering of Neural Network Architectures Through Electromagnetic Side Channel

Lejla Batina, Shivam Bhasin, Dirmanto Jap et al. · Research Repository (Delft University of Technology) · 2019 · 133 citations · Full text

Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis

Jaehun Kim, Stjepan Picek, Annelie Heuser et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2019 · 116 citations · Full text