Publikatsioonid

A scope review of secure broadcasting protocols for the automatic identification system
Väljaanne: Maritime Cybersecurity
Autorid: Tsiopoulos, Leonidas; Vaarandi, Risto
Aasta: 2025
Federated learning of explainable AI(FedXAI) for deep learning-based intrusion detection in IoT networks
Väljaanne: Computer Networks
Autorid: Kalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin
Aasta: 2025
Smartphone-based microkinematic feature analysis for mental fatigue detection using machine learning
Väljaanne: Smartphone-based microkinematic feature analysis for mental fatigue detection using machine learning
Autorid: Valla, Elli; Väli, Lilian; Nõmm, Sven; Toomela, Aaro
Aasta: 2025
PASTA threat modeling for cyber resilience and COLREG compliance in autonomous ship systems
Väljaanne: Proceedings of the 2025 IEEE International Conference on Cyber Security and Resilience (CSR), August 4-6, 2025, Chania, Crete, Greece
Autorid: Erbas, Muhammed; Visky, Gábor; Maennel, Olaf; Tsiopoulos, Leonidas; Vaarandi, Risto
Aasta: 2025
Integrating Cyber Threat Intelligence into Threat Modeling for Autonomous Ships Using PASTA and MISP
Väljaanne: Proceedings of the 2025 IEEE International Conference on Cyber Security and Resilience (CSR) August 4–6, 2025, Chania, Crete, Greece
Autorid: Erbas, Muhammed; Vanharanta, Jani; Paavola, Jarkko; Tsiopoulos, Leonidas; Vaarandi, Risto
Aasta: 2025
Literature Review: Cyber Security Monitoring in Maritime
Autorid: Vaarandi, Risto; Tsiopoulos, Leonidas; Visky, Gabor; Ur Rehman, Muaan; Bahsi, Hayretdin
Aasta: 2025
Smartphone-based microkinematic feature analysis for mental fatigue detection using machine learning: Can smartphones reveal when we are tired?
Väljaanne: Cognition Technology & Work
Autorid: Valla, Elli; Väli, Lilian; Nõmm, Sven; Toomela, Aaro
Aasta: 2025
Synthetic data-driven explainability for federated learning-based intrusion detection system
Väljaanne: IEEE Internet of Things Journal
Autorid: Kalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, Sven
Aasta: 2025
Towards a formal foundation for blockchain ZK Rollups
Väljaanne: CCS ’25 : Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, October 13–17, 2025, Taipei, Taiwan
Autorid: Chaliasos, Stefanos; Firsov, Denis; Livshits, Benjamin
Aasta: 2025
Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson’s disease
Väljaanne: Biomedical Signal Processing and Control
Autorid: Wang, Xuechao; Huang, Junqing; Chatzakou, Marianna; Nõmm, Sven; Valla, Elli; Medijainen, Kadri; Taba, Pille; Toomela, Aaro; Ruzhansky, Michael
Aasta: 2024
Semi-substructural logics à la Lambek with symmetry
Väljaanne: Bulletin of the Section of Logic
Autorid: Wan, Cheng-Syuan
Aasta: 2024
Iterative optimization of hyperparameter-based metamorphic transformations
Väljaanne: Proceedings 2024 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2024, Toronto, Canada, 27-31 May 2024
Autorid: Sudheerbabu, Gaadha; Ahmad, Tanwir; Truscan, Dragos; Vain, Jüri; Porres, Ivan
Aasta: 2024
Metamorphic testing for verification and fault localization in industrial control systems
Väljaanne: Cyber Security in a DevOps Environment
Autorid: Sudheerbabu, Gaadha; Ahmad, Tanwir; Truscan, Dragos; Vain, Jüri
Aasta: 2024
EARLY – a tool for real-time security attack detection
Väljaanne: CyberSecurity in a DevOps Environment: From Requirements to Monitoring
Autorid: Ahmad, Tanwir; Truscan, Dragos; Vain, Jüri
Aasta: 2024