Dr. Laszka's research interests broadly revolve around applied artificial intelligence and machine learning, cyber-physical systems with a focus on smart & connected communities and critical infrastructure (e.g., transportation, power systems), and cybersecurity.
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Projects
Recent Publications
Multi-Agent Reinforcement Learning for Assessing False-Data Injection Attacks on Transportation Networks
Eghtesad, T., Li, S., Vorobeychik, Y. & Laszka, A., 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 508-515 8 p.Research output: Contribution to journal › Conference article › peer-review
Forecasting and Mitigating Disruptions in Public Bus Transit Services
Han, C., Mukhopadhyay, A., Talusan, J. P., Dubey, A., Freudberg, D. & Laszka, A., 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 798-806 9 p.Research output: Contribution to journal › Conference article › peer-review
Reinforcement-Learning-Based Proactive Control for Enabling Power Grid Resilience to Wildfire
Kadir, S. U., Majumder, S., Srivastava, A. K., Chhokra, A. D., Neema, H., Dubey, A. & Laszka, A., Jan 1 2024, In: IEEE Transactions on Industrial Informatics. 20, 1, p. 795-805 11 p.Research output: Contribution to journal › Article › peer-review
Decision Making in Non-Stationary Environments with Policy-Augmented Search
Pettet, A., Zhang, Y., Luo, B., Wray, K., Baier, H., Laszka, A., Dubey, A. & Mukhopadhyay, A., 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 2417-2419 3 p.Research output: Contribution to journal › Conference article › peer-review
Message from the general and tpc co-chairs
Dubey, A., Trigoni, N., Laszka, A. & Sigg, S., 2023, In: Proceedings - 2023 IEEE International Conference on Smart Computing, SMARTCOMP 2023. p. XV-XVIResearch output: Contribution to journal › Editorial › peer-review
Correct-by-Design Interacting Smart Contracts and a Systematic Approach for Verifying ERC20 and ERC721 Contracts with VeriSolid
Nelaturu, K., Mavridou, A., Stachtiari, E., Veneris, A. & Laszka, A., Jul 1 2023, In: IEEE Transactions on Dependable and Secure Computing. 20, 4, p. 3110-3127 18 p.Research output: Contribution to journal › Article › peer-review
Survey and Taxonomy of Adversarial Reconnaissance Techniques
Roy, S., Sharmin, N., Acosta, J. C., Kiekintveld, C. & Laszka, A., Jul 31 2023, In: ACM Computing Surveys. 55, 6, 3538704.Research output: Contribution to journal › Article › peer-review
Data-Driven Prediction and Optimization of Energy Use for Transit Fleets of Electric and ICE Vehicles
Ayman, A., Sivagnanam, A., Wilbur, M., Pugliese, P., Dubey, A. & Laszka, A., Feb 2022, In: ACM Transactions on Internet Technology. 22, 1, 3433992.Research output: Contribution to journal › Article › peer-review
Safe and private forward-trading platform for transactive microgrids
Eisele, S., Eghtesad, T., Campanelli, K., Agrawal, P., Laszka, A. & Dubey, A., Jan 2021, In: ACM Transactions on Cyber-Physical Systems. 5, 1, 8.Research output: Contribution to journal › Article › peer-review
Data-Driven Decision Support for Optimizing Cyber Forensic Investigations
Nisioti, A., Loukas, G., Laszka, A. & Panaousis, E., 2021, In: IEEE Transactions on Information Forensics and Security. 16, p. 2397-2412 16 p., 9339971.Research output: Contribution to journal › Article › peer-review
Graph-Theoretic Approach for Increasing Participation in Networks with Assorted Resources
Abbas, W., Laszka, A., Shabbir, M. & Koutsoukos, X., Jul 1 2020, In: IEEE Transactions on Network Science and Engineering. 7, 3, p. 930-946 17 p., 8613909.Research output: Contribution to journal › Article › peer-review
The Role of Blockchains in Multi-Stakeholder Transactive Energy Systems
Eisele, S., Laszka, A., Schmidt, D. C. & Dubey, A., 2020, In: Frontiers in Blockchain. 3, 593471.Research output: Contribution to journal › Article › peer-review
Integrating redundancy, diversity, and hardening to improve security of industrial internet of things
Laszka, A., Abbas, W., Vorobeychik, Y. & Koutsoukos, X., Jan 2 2020, In: Cyber-Physical Systems. 6, 1, p. 1-32 32 p.Research output: Contribution to journal › Article › peer-review
A Privacy-Preserving Mobile and Fog Computing Framework to Trace and Prevent COVID-19 Community Transmission
Whaiduzzaman, M., Hossain, M. R., Shovon, A. R., Roy, S., Laszka, A., Buyya, R. & Barros, A., Dec 2020, In: IEEE Journal of Biomedical and Health Informatics. 24, 12, p. 3564-3575 12 p., 9204791.Research output: Contribution to journal › Article › peer-review
A game-theoretic approach for selecting optimal time-dependent thresholds for anomaly detection
Ghafouri, A., Laszka, A., Abbas, W., Vorobeychik, Y. & Koutsoukos, X., Jul 1 2019, In: Autonomous Agents and Multi-Agent Systems. 33, 4, p. 430-456 27 p.Research output: Contribution to journal › Article › peer-review