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Picek, Stjepan; Batina, Lejla
Cybersecurity and Artificial Intelligence: A Perfect Couple? // Data Cybersecurity & Privacy, 2024 (2024), 15; 16-21
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
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
Coello Coello, Carlos A.; Durasevic, Marko; Jakobovic, Domagoj; Krcek, Marina; Mariot, Luca; Picek, Stjepan
Modeling Strong Physically Unclonable Functions with Metaheuristics // Companion Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO 2023. New York: ACM, 2023. str. 719-722 doi: https://doi.org/10.1145/3583133.3590699
Durasevic, Marko; Jakobovic, Domagoj; Mariot, Luca; Picek, Stjepan
Digging Deeper: Operator Analysis for Optimizing Nonlinearity of Boolean Functions // Companion Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO 2023. New York: ACM, 2023. str. 199-202 doi: https://doi.org/10.1145/3583133.3590679
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
Xu, Jing; Koffas, Stefanos; Picek, Stjepan
Unveiling the Threat: Investigating Distributed and Centralized Backdoor Attacks in Federated Graph Neural Networks // Digital Threats: Research and Practice, (2023), doi: https://doi.org/10.1145/3633206
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
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
Koffas, Stefanos; Tajalli, Behrad; Xu, Jing; Conti, Mauro; Picek, Stjepan
A Systematic Evaluation of Backdoor Attacks in Various Domains // Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing Hardware Architectures. Zurich: Springer, 2023. str. 519-552 doi: https://doi.org/10.1007/978-3-031-40677-5_20
