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Guilherme Perin
Guilherme Perin
Leiden University
Verified email at tudelft.nl
Title
Cited by
Cited by
Year
Reinforcement learning for hyperparameter tuning in deep learning-based side-channel analysis
J Rijsdijk, L Wu, G Perin, S Picek
IACR Transactions on Cryptographic Hardware and Embedded Systems, 677-707, 2021
1062021
I choose you: Automated hyperparameter tuning for deep learning-based side-channel analysis
L Wu, G Perin, S Picek
IEEE Transactions on Emerging Topics in Computing, 2022
842022
Strength in numbers: Improving generalization with ensembles in machine learning-based profiled side-channel analysis
G Perin, Ł Chmielewski, S Picek
IACR Transactions on Cryptographic Hardware and Embedded Systems, 337-364, 2020
842020
Sok: Deep learning-based physical side-channel analysis
S Picek, G Perin, L Mariot, L Wu, L Batina
ACM Computing Surveys 55 (11), 1-35, 2023
732023
Attacking randomized exponentiations using unsupervised learning
G Perin, L Imbert, L Torres, P Maurine
Constructive Side-Channel Analysis and Secure Design: 5th International …, 2014
622014
A comparison of weight initializers in deep learning-based side-channel analysis
H Li, M Krček, G Perin
Applied Cryptography and Network Security Workshops: ACNS 2020 Satellite …, 2020
512020
Exploring feature selection scenarios for deep learning-based side-channel analysis
G Perin, L Wu, S Picek
IACR Transactions on Cryptographic Hardware and Embedded Systems 2022 (4 …, 2022
452022
Keep it unsupervised: Horizontal attacks meet deep learning
G Perin, Ł Chmielewski, L Batina, S Picek
IACR Transactions on Cryptographic Hardware and Embedded Systems, 343-372, 2021
422021
The best of two worlds: Deep learning-assisted template attack
L Wu, G Perin, S Picek
IACR Transactions on Cryptographic Hardware and Embedded Systems, 413-437, 2022
382022
On the influence of optimizers in deep learning-based side-channel analysis
G Perin, S Picek
Selected Areas in Cryptography: 27th International Conference, Halifax, NS …, 2021
342021
A semi-parametric approach for side-channel attacks on protected RSA implementations
G Perin, Ł Chmielewski
International Conference on Smart Card Research and Advanced Applications, 34-53, 2015
332015
Montgomery modular multiplication on reconfigurable hardware: fully systolic array vs parallel implementation
G Perin, DG Mesquita, FL Herrmann, JB Martins
2010 VI Southern Programmable Logic Conference (SPL), 61-66, 2010
322010
Montgomery modular multiplication on reconfigurable hardware: Systolic versus multiplexed implementation
G Perin, DG Mesquita, JB Martins
International Journal of Reconfigurable Computing 2011, 1-10, 2011
282011
Learning when to stop: a mutual information approach to fight overfitting in profiled side-channel analysis
G Perin, I Buhan, S Picek
Cryptology ePrint Archive, 2020
272020
Profiling side-channel analysis in the efficient attacker framework
S Picek, A Heuser, G Perin, S Guilley
Cryptology ePrint Archive, 2019
272019
A gigabit udp/ip network stack in fpga
FL Herrmann, G Perin, JPJ de Freitas, R Bertagnolli, ...
2009 16th IEEE International Conference on Electronics, Circuits and Systems …, 2009
242009
Neural network model assessment for side-channel analysis
G Perin, B Ege, L Chmielewski
Cryptology ePrint Archive, 2019
222019
On the attack evaluation and the generalization ability in profiling side-channel analysis
L Wu, L Weissbart, M Krček, H Li, G Perin, L Batina, S Picek
Cryptology ePrint Archive, 2020
202020
Lowering the bar: Deep learning for side-channel analysis (white-paper)
G Perin, B Ege, J van Woudenberg
Proc. BlackHat, 1-15, 2018
202018
No (good) loss no gain: Systematic evaluation of loss functions in deep learning-based side-channel analysis
M Kerkhof, L Wu, G Perin, S Picek
Journal of Cryptographic Engineering 13 (3), 311-324, 2023
192023
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