13136 / 13141 - centrum umělé inteligence

Publikační činnost 2024

Články v časopisech WoS

BELLON, A. et al. Time-Varying Semidefinite Programming: Path Following a Burer–Monteiro Factorization. SIAM Journal on Optimization. 2024, 34(1), 1-26. ISSN 1052-6234. DOI 10.1137/22M1529762.

RIGAKI, M. a S. GARCÍA. A Survey of Privacy Attacks in Machine Learning. ACM Computing Surveys. 2024, 56(4), ISSN 0360-0300. DOI 10.1145/3624010.

Stati ve sbornících konferencí

PAPEŽ, M. et al. Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs. In: Proceedings of the 12th International Conference on Learning Representations. 12th International Conference on Learning Representations, Vienna, 2024-05-07/2024-05-11. Massachusetts: OpenReview.net / University of Massachusetts, 2024. Dostupné z: https://openreview.net/forum?id=mF3cTns4pe

HÜTHER, L. et al. Machine Learning for SAST: A Lightweight and Adaptable Approach. In: 28th European Symposium on Research in Computer Security, The Hague, The Netherlands, September 25–29, 2023, Proceedings, Part I. 28th European Symposium on Research in Computer Security, The Hague, 2023-09-25/2023-09-29. Basel: Springer Nature Switzerland AG, 2024. s. 85-104. ISSN 0302-9743. ISBN 978-3-031-50593-5. DOI 10.1007/978-3-031-51482-1_5.

RIGAKI, M. a S. GARCÍA. The Power of MEME: Adversarial Malware Creation with Model-Based Reinforcement Learning. In: 28th European Symposium on Research in Computer Security, The Hague, The Netherlands, September 25–29, 2023, Proceedings, Part I. 28th European Symposium on Research in Computer Security, The Hague, 2023-09-25/2023-09-29. Basel: Springer Nature Switzerland AG, 2024. s. 44-64. ISSN 0302-9743. ISBN 978-3-031-50593-5. DOI 10.1007/978-3-031-51482-1_3.

RIGAKI, M. et al. Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence. ICAART 2024 16th International Conference on Agents and Artificial Intelligence, Rome, 2024-02-24/2024-02-26. Setúbal: Science and Technology Publications, Lda, 2024. s. 774-781. sv. 3. ISSN 2184-433X. ISBN 978-989-758-680-4. DOI 10.5220/0012391800003636. Dostupné z: https://www.scitepress.org/PublicationsDetail.aspx?ID=eeFwpk+wHcU=&t=1

JANISCH, J., T. PEVNÝ a V. LISÝ. NASimEmu: Network Attack Simulator & Emulator for Training Agents Generalizing to Novel Scenarios. In: Computer Security. ESORICS 2023 International Workshops. 28th European Symposium on Research in Computer Security, The Hague, 2023-09-25/2023-09-29. Cham: Springer International Publishing, 2024. ISSN 0302-9743. ISBN 978-3-031-54203-9.

LUKÁŠ, O. a S. GARCÍA. Bridging the Explanation Gap in AI Security: A Task-Driven Approach to XAI Methods Evaluation. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence. ICAART 2024 16th International Conference on Agents and Artificial Intelligence, Rome, 2024-02-24/2024-02-26. Setúbal: Science and Technology Publications, Lda, 2024. s. 1370-1377. sv. 3. ISSN 2184-433X. ISBN 978-989-758-680-4. DOI 10.5220/0012475200003636. Dostupné z: https://www.scitepress.org/PublicationsDetail.aspx?ID=IVoNftRT+PU=&t=1

CUCHÝ, M., J. VOKŘÍNEK a M. JAKOB. Multi-Objective Electric Vehicle Route and Charging Planning with Contraction Hierarchies. In: The International Conference on Automated Planning and Scheduling. The 34 International Conference on Automated Planning and Scheduling, Alberta, 2024-06-04/2024-06-06. Palo Alto, California: Association for the Advancement of Artificial Intelligence (AAAI), 2024.