Guilherme Perin

Guilherme Perin

Delft University of Technology - Delft / Netherlands
Engineering & Technology / Computer Science
AD Scientific Index ID: 4348073
Technische Universiteit Delft
person_outline Guilherme Perin's MOST POPULAR ARTICLES
1-) Reinforcement learning for hyperparameter tuning in deep learning-based side-channel analysisJ Rijsdijk, L Wu, G Perin, S PicekIACR Transactions on Cryptographic Hardware and Embedded Systems, 677-707, 2021582021
2-) Sok: Deep learning-based physical side-channel analysisS Picek, G Perin, L Mariot, L Wu, L BatinaACM Computing Surveys 55 (11), 1-35, 20231092023
3-) I choose you: Automated hyperparameter tuning for deep learning-based side-channel analysisL Wu, G Perin, S PicekIEEE Transactions on Emerging Topics in Computing, 20221062022
4-) Strength in numbers: Improving generalization with ensembles in machine learning-based profiled side-channel analysisG Perin, Ł Chmielewski, S PicekIACR Transactions on Cryptographic Hardware and Embedded Systems, 337-364, 20201062020
5-) Exploring feature selection scenarios for deep learning-based side-channel analysisG Perin, L Wu, S PicekIACR Transactions on Cryptographic Hardware and Embedded Systems 2022 (4 …, 2022672022