Publications

Integrating Cyber Threat Intelligence into Threat Modeling for Autonomous Ships Using PASTA and MISP
Journal / Periodical: Proceedings of the 2025 IEEE International Conference on Cyber Security and Resilience (CSR) August 4–6, 2025, Chania, Crete, Greece
Authors: Erbas, Muhammed; Vanharanta, Jani; Paavola, Jarkko; Tsiopoulos, Leonidas; Vaarandi, Risto
Year: 2025
Literature Review: Cyber Security Monitoring in Maritime
Authors: Vaarandi, Risto; Tsiopoulos, Leonidas; Visky, Gabor; Ur Rehman, Muaan; Bahsi, Hayretdin
Year: 2025
Smartphone-based microkinematic feature analysis for mental fatigue detection using machine learning: Can smartphones reveal when we are tired?
Journal / Periodical: Cognition Technology & Work
Authors: Valla, Elli; Väli, Lilian; Nõmm, Sven; Toomela, Aaro
Year: 2025
Synthetic data-driven explainability for federated learning-based intrusion detection system
Journal / Periodical: IEEE Internet of Things Journal
Authors: Kalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, Sven
Year: 2025
Towards a formal foundation for blockchain ZK Rollups
Journal / Periodical: CCS ’25 : Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, October 13–17, 2025, Taipei, Taiwan
Authors: Chaliasos, Stefanos; Firsov, Denis; Livshits, Benjamin
Year: 2025
Iterative optimization of hyperparameter-based metamorphic transformations
Journal / Periodical: Proceedings 2024 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2024, Toronto, Canada, 27-31 May 2024
Authors: Sudheerbabu, Gaadha; Ahmad, Tanwir; Truscan, Dragos; Vain, Jüri; Porres, Ivan
Year: 2024
Metamorphic testing for verification and fault localization in industrial control systems
Journal / Periodical: Cyber Security in a DevOps Environment
Authors: Sudheerbabu, Gaadha; Ahmad, Tanwir; Truscan, Dragos; Vain, Jüri
Year: 2024
EARLY – a tool for real-time security attack detection
Journal / Periodical: CyberSecurity in a DevOps Environment: From Requirements to Monitoring
Authors: Ahmad, Tanwir; Truscan, Dragos; Vain, Jüri
Year: 2024
Systematic literature review of threat modeling and risk assessment in ship cybersecurity
Journal / Periodical: Ocean Engineering
Authors: Erbas, Muhammed; Khalil, Shaymaa Mamdouh; Tsiopoulos, Leonidas
Year: 2024
Semi-substructural logics with additives
Journal / Periodical: Proceedings 18th International Workshop on Logical and Semantic Frameworks, with Applications and 10th Workshop on Horn Clauses for Verification and Synthesis
Authors: Veltri, Niccolò; Wan, Cheng-Syuan
Year: 2024
A unifying categorical view on nondeterministic iteration and tests
Journal / Periodical: 35th International Conference on Concurrency Theory (CONCUR 2024), Calgary, Canada, September 9-13, 2024
Authors: Goncharov, Sergey; Uustalu, Tarmo
Year: 2024
Concurrent monads for shared state
Journal / Periodical: Proceedings of the 26th International Symposium on Principles and Practice of Declarative Programming (PPDP '24), 10-11 September 2024, Milan, Italy
Authors: Rivas, Exequiel; Uustalu, Tarmo
Year: 2024
Enhancing IoT Botnet attack detection in SOCs with an explainable active learning framework
Journal / Periodical: 2024 IEEE 5th World AI IoT Congress, AIIoT 2024
Authors: Kalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin
Year: 2024
Adaptation of transformer model for numeric case
Journal / Periodical: Proceedings 2024 International Conference on Machine Learning and Applications, ICMLA 2024, Miami, Florida, 18-20 December 2024
Authors: Daniljuk, Mihhail; Rikka, Sander; Nõmm, Sven
Year: 2024