| A survey on XAI for 5G and beyond security: Technical aspects, challenges and research directions T Senevirathna, VH La, S Marchal, B Siniarski, M Liyanage, S Wang IEEE Communications Surveys & Tutorials, 2024 | 35 | 2024 |
| Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks T Senevirathna, B Thennakoon, T Sankalpa, C Seneviratne, S Ali, ... IEEE Conference and Exhibition on Global Telecommunications (GLOBECOM), 2021 | 11 | 2021 |
| Deceiving Post-hoc Explainable AI (XAI) Methods in Network Intrusion Detection T Senevirathna, B Siniarski, M Liyanage, S Wang 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), 107-112, 2024 | 6 | 2024 |
| Comprehensive Analysis over Centralized and Federated Learning-based Anomaly Detection in Networks with Explainable AI (XAI) Y Rumesh, TT Senevirathna, P Porambage, M Liyanage, M Ylianttila ICC 2023-IEEE International Conference on Communications, 4853-4859, 2023 | 6 | 2023 |
| From opacity to clarity: Leveraging XAI for robust network traffic classification C Sandeepa, T Senevirathna, B Siniarski, MD Nguyen, VH La, S Wang, ... International Conference on Asia Pacific Advanced Network, 125-138, 2023 | 4 | 2023 |
| The SPATIAL architecture: Design and development experiences from gauging and monitoring the ai inference capabilities of modern applications AR Ottun, R Marasinghe, T Elemosho, M Liyanage, M Ragab, P Bagave, ... 2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024 | 2 | 2024 |
| Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges S Wang, C Sandeepa, T Senevirathna, B Siniarski, MD Nguyen, ... 2024 Joint European Conference on Networks and Communications & 6G Summit …, 2024 | 2 | 2024 |
| Navigating Explainable Privacy in Federated Learning C Sandeepa, T Senevirathna, B Siniarski, S Wang, M Liyanage 2024 IFIP Networking Conference (IFIP Networking), 763-768, 2024 | 1 | 2024 |
| Advancing Security for 6G Smart Networks and Services M Liyanage, P Porambage, E Zeydan, T Senavirathne, Y Siriwardhana, ... 2024 Joint European Conference on Networks and Communications & 6G Summit …, 2024 | 1 | 2024 |
| Role of Explainable AI in 6G Security P Porambage, M Liyanage, T Senevirathna Security and Privacy Vision in 6G: A Comprehensive Guide, 267-290, 2023 | 1 | 2023 |
| A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions T Senevirathna, VH La, S Marchal, B Siniarski, M Liyanage, S Wang IEEE Communications Surveys & Tutorials, 2024 | | 2024 |
| SPATIAL: Practical AI Trustworthiness with Human Oversight AR Ottun, R Marasinghe, T Elemosho, M Liyanage, AH Ahmed, ... 2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024 | | 2024 |
| SPATIAL AR Ottun, R Marasinghe, T Elemosho, M Liyanage, AH Ahmed, ... | | 2024 |
| EO/IR based Ship Detection using Machine Learning C Seneviratne, T Senevirathna, I Tennakoon, O Dissanayake, ... University of Ruhuna, Matara, Sri Lanka, 2022 | | 2022 |
| From Opacity to Clarity: Leveraging XAI for Robust Network Traffic Classification MD Nguyen, VH La, S Wang, M Liyanage Asia Pacific Advanced Network, 125, 0 | | |
Madhusanka LiyanageAssociate Professor/Ad Astra Fellow (University College Dublin, Ireland)Verificeret mail på ucd.ie