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Picek, Stjepan ; Heuser, Annelie ; Jović, Alan ; Bhasin, Shivam ; Regazzoni, Francesco
Tipping the Balance: Imbalanced Classes in Deep Learning Side-channel Analysis // IEEE Design & Test, 41 (2024), 2; 32-38. doi: 10.1109/MDAT.2023.3288808
Picek, Stjepan; Batina, Lejla
Cybersecurity and Artificial Intelligence: A Perfect Couple? // Data Cybersecurity & Privacy, 2024 (2024), 15; 16-21
Knežević, Karlo
Machine learning and evolutionary computation in design and analysis of symmetric key cryptographic algorithms / Jakobović, Domagoj ; Picek, Stjepan (mentor);
Zagreb, Fakultet elektrotehnike i računarstva, . 2023
Xu, Jing; Abad, Gorka; Picek, Stjepan
Rethinking the Trigger-injecting Position in Graph Backdoor Attack // 2023 International Joint Conference on Neural Networks (IJCNN). new York: IEEE, 2023. str. 1-8 doi: 10.1109/IJCNN54540.2023.10191949
Perin, Guilherme; Wu, Lichao; Picek, Stjepan
Gambling for Success: The Lottery Ticket Hypothesis in Deep Learning-Based Side-Channel Analysis // Artificial Intelligence for Cybersecurity. Zurich: Springer, 2023. str. 217-241 doi: https://doi.org/10.1007/978-3-030-97087-1_9
Arazzi, Marco; Conti, Mauro; Nocera, Antonino; Picek, Stjepan
Turning Privacy-preserving Mechanisms against Federated Learning // CCS '23: Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security. New York: Association for Computing Machinery, 2023. str. 1482-1495 doi: https://doi.org/10.1145/3576915.3623114
Xu, Jing; Koffas, Stefanos; Ersoy, Oguzhan; Picek, Stjepan
Watermarking Graph Neural Networks based on Backdoor Attacks // 2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P). New York: IEEE, 2023. str. 1179-1197 doi: 10.1109/EuroSP57164.2023.00072
Koffas, Stefanos; Pajola, Luca; Picek, Stjepan; Conti, Mauro
Going in Style: Audio Backdoors Through Stylistic Transformations // International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2023. New York: IEEE, 2023. str. 1-5 doi: 10.1109/ICASSP49357.2023.10096332
Wu, Lichao; Weissbart, Léo; Krcek, Marina; Li, Huimin; Perin, Guilherme; Batina, Lejla; Picek, Stjepan
Label Correlation in Deep Learning-Based Side-Channel Analysis // Ieee transactions on information forensics and security, 18 (2023), 3849-3861. doi: 10.1109/TIFS.2023.3287728
