| CSI NN: Reverse engineering of neural network architectures through electromagnetic side channel L Batina, S Bhasin, D Jap, S Picek [Sl]: USENIX, 2019 | 214* | 2019 |
| Make some noise. unleashing the power of convolutional neural networks for profiled side-channel analysis J Kim, S Picek, A Heuser, S Bhasin, A Hanjalic IACR Transactions on Cryptographic Hardware and Embedded Systems, 148-179, 2019 | 210 | 2019 |
| The curse of class imbalance and conflicting metrics with machine learning for side-channel evaluations S Picek, A Heuser, A Jovic, S Bhasin, F Regazzoni IACR Transactions on Cryptographic Hardware and Embedded Systems 2019 (1), 1-29, 2019 | 190 | 2019 |
| On the performance of convolutional neural networks for side-channel analysis S Picek, IP Samiotis, J Kim, A Heuser, S Bhasin, A Legay Security, Privacy, and Applied Cryptography Engineering: 8th International …, 2018 | 108 | 2018 |
| Side-channel analysis and machine learning: A practical perspective S Picek, A Heuser, A Jovic, SA Ludwig, S Guilley, D Jakobovic, ... 2017 International Joint Conference on Neural Networks (IJCNN), 4095-4102, 2017 | 104 | 2017 |
| Cryptographic Boolean functions: One output, many design criteria S Picek, D Jakobovic, JF Miller, L Batina, M Cupic Applied Soft Computing 40, 635-653, 2016 | 71 | 2016 |
| 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 | 68 | 2021 |
| Template attack versus Bayes classifier S Picek, A Heuser, S Guilley Journal of Cryptographic Engineering 7 (4), 343-351, 2017 | 68* | 2017 |
| Mind the portability: A warriors guide through realistic profiled side-channel analysis S Bhasin, A Chattopadhyay, A Heuser, D Jap, S Picek, R Ranjan NDSS 2020-Network and Distributed System Security Symposium, 1-14, 2020 | 66 | 2020 |
| Confused by confusion: Systematic evaluation of DPA resistance of various s-boxes S Picek, K Papagiannopoulos, B Ege, L Batina, D Jakobovic Progress in Cryptology--INDOCRYPT 2014: 15th International Conference on …, 2014 | 66 | 2014 |
| Cellular automata based S-boxes L Mariot, S Picek, A Leporati, D Jakobovic Cryptography and Communications 11 (1), 41-62, 2019 | 62 | 2019 |
| Remove some noise: On pre-processing of side-channel measurements with autoencoders L Wu, S Picek IACR Transactions on Cryptographic Hardware and Embedded Systems, 389-415, 2020 | 60 | 2020 |
| 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 | 59 | 2020 |
| A new cost function for evolution of s-boxes S Picek, M Cupic, L Rotim Evolutionary computation 24 (4), 695-718, 2016 | 59 | 2016 |
| S-box, SET, match: a toolbox for S-box analysis S Picek, L Batina, D Jakobović, B Ege, M Golub Information Security Theory and Practice. Securing the Internet of Things …, 2014 | 57 | 2014 |
| Side-channel analysis of lightweight ciphers: Does lightweight equal easy? A Heuser, S Picek, S Guilley, N Mentens Radio Frequency Identification and IoT Security: 12th International Workshop …, 2017 | 55 | 2017 |
| Glitch it if you can: parameter search strategies for successful fault injection RB Carpi, S Picek, L Batina, F Menarini, D Jakobovic, M Golub Smart Card Research and Advanced Applications: 12th International Conference …, 2014 | 54 | 2014 |
| Design of S-boxes defined with cellular automata rules S Picek, L Mariot, B Yang, D Jakobovic, N Mentens Proceedings of the Computing Frontiers Conference, 409-414, 2017 | 53 | 2017 |
| Predictive and generative machine learning models for photonic crystals T Christensen, C Loh, S Picek, D Jakobović, L Jing, S Fisher, V Ceperic, ... Nanophotonics 9 (13), 4183-4192, 2020 | 51 | 2020 |
| Comparison of a crossover operator in binary-coded genetic algorithms S Picek, M Golub WSEAS transactions on computers 9 (9), 1064-1073, 2010 | 51 | 2010 |
Domagoj JakobovićFull professor, University of ZagrebVerified email at fer.hr
