| 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 | 162 | 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 | 140 | 2019 |
| {CSI}{NN}: Reverse engineering of neural network architectures through electromagnetic side channel L Batina, S Bhasin, D Jap, S Picek 28th USENIX Security Symposium (USENIX Security 19), 515-532, 2019 | 138* | 2019 |
| On the performance of convolutional neural networks for side-channel analysis S Picek, IP Samiotis, J Kim, A Heuser, S Bhasin, A Legay International Conference on Security, Privacy, and Applied Cryptography …, 2018 | 90 | 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 | 84 | 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 | 60 | 2016 |
| Cellular automata based S-boxes L Mariot, S Picek, A Leporati, D Jakobovic Cryptography and Communications 11 (1), 41-62, 2019 | 53 | 2019 |
| Template attack versus Bayes classifier S Picek, A Heuser, S Guilley Journal of Cryptographic Engineering 7 (4), 343-351, 2017 | 53* | 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 | 52 | 2020 |
| Confused by confusion: Systematic evaluation of DPA resistance of various s-boxes S Picek, K Papagiannopoulos, B Ege, L Batina, D Jakobovic International Conference on Cryptology in India, 374-390, 2014 | 51 | 2014 |
| A new cost function for evolution of s-boxes S Picek, M Cupic, L Rotim Evolutionary computation 24 (4), 695-718, 2016 | 49 | 2016 |
| Evaluation of crossover operator performance in genetic algorithms with binary representation S Picek, M Golub, D Jakobovic International Conference on Intelligent Computing, 223-230, 2011 | 49 | 2011 |
| Side-channel analysis of lightweight ciphers: Does lightweight equal easy? A Heuser, S Picek, S Guilley, N Mentens International Workshop on Radio Frequency Identification: Security and …, 2016 | 46 | 2016 |
| Comparison of a crossover operator in binary-coded genetic algorithms S Picek, M Golub WSEAS transactions on computers 9 (9), 1064-1073, 2010 | 46 | 2010 |
| Glitch it if you can: parameter search strategies for successful fault injection RB Carpi, S Picek, L Batina, F Menarini, D Jakobovic, M Golub International Conference on Smart Card Research and Advanced Applications …, 2013 | 45 | 2013 |
| S-box, SET, match: a toolbox for S-box analysis S Picek, L Batina, D Jakobović, B Ege, M Golub IFIP International Workshop on Information Security Theory and Practice, 140-149, 2014 | 43 | 2014 |
| On the recombination operator in the real-coded genetic algorithms S Picek, D Jakobovic, M Golub 2013 IEEE Congress on Evolutionary Computation, 3103-3110, 2013 | 43 | 2013 |
| A systematic evaluation of profiling through focused feature selection S Picek, A Heuser, A Jovic, L Batina IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (12 …, 2019 | 41* | 2019 |
| On using genetic algorithms for intrinsic side-channel resistance: the case of AES s-box S Picek, B Ege, L Batina, D Jakobovic, Ł Chmielewski, M Golub Proceedings of the First Workshop on Cryptography and Security in Computing …, 2014 | 40 | 2014 |
| 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 | 38 | 2020 |
Domagoj JakobovićFull professor, University of ZagrebAdresse e-mail validée de fer.hr
