| A survey on privacy for B5G/6G: New privacy challenges, and research directions C Sandeepa, B Siniarski, N Kourtellis, S Wang, M Liyanage Journal of Industrial Information Integration 30, 100405, 2022 | 30 | 2022 |
| 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 | 26 | 2024 |
| Need of 6G for the metaverse realization B Siniarski, C De Alwis, G Yenduri, T Huynh-The, GÜ GÜr, TR Gadekallu, ... arXiv preprint arXiv:2301.03386, 2022 | 21 | 2022 |
| Real-time monitoring of SDN networks using non-invasive cloud-based logging platforms B Siniarski, C Olariu, P Perry, T Parsons, J Murphy 2016 IEEE 27th Annual International Symposium on Personal, Indoor, and …, 2016 | 17 | 2016 |
| T. Huynh-The, G. GÜr B Siniarski, C De Alwis, G Yenduri arXiv preprint arXiv:2301.03386, 2022 | 14 | 2022 |
| OpenFlow based VoIP QoE monitoring in enterprise SDN B Siniarski, C Olariu, P Perry, J Murphy 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM …, 2017 | 10 | 2017 |
| FlowVista: Low-bandwidth SDN monitoring driven by business application interaction B Siniarski, J Murphy, D Delaney 2017 25th International Conference on Software, Telecommunications and …, 2017 | 7 | 2017 |
| A survey on privacy of personal and non-personal data in B5G/6G networks C Sandeepa, B Siniarski, N Kourtellis, S Wang, M Liyanage ACM Computing Surveys 56 (10), 1-37, 2024 | 6 | 2024 |
| 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 | 5 | 2024 |
| Huynh-The, T.; GÜr, G.; Gadekallu B Siniarski, C De Alwis, G Yenduri arXiv preprint arXiv:2301.03386, 2022 | 5 | 2022 |
| 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 |
| Rec-Def: A Recommendation-based Defence Mechanism for Privacy Preservation in Federated Learning Systems C Sandeepa, B Siniarski, S Wang, M Liyanage IEEE Transactions on Consumer Electronics, 2023 | 3 | 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 | 1 | 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 | 1 | 2024 |
| DROAD: Demand-aware reconfigurable optically-switched agile data center network B Siniarski, DD Le, C McArdle, J Murphy, L Barry Optical Switching and Networking 45, 100683, 2022 | 1 | 2022 |
| ROBUST-6G: Smart, Automated, and Reliable Security Service Platform for 6G B Siniarski, C Sandeepa, S Wang, M Liyanage, C Ayyildiz, VC Yildirim, ... 2024 Fifteenth International Conference on Ubiquitous and Future Networks …, 2024 | | 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 | | 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 | | 2024 |
| SHERPA: Explainable Robust Algorithms for Privacy-Preserved Federated Learning in Future Networks to Defend Against Data Poisoning Attacks C Sandeepa, B Siniarski, S Wang, M Liyanage 2024 IEEE Symposium on Security and Privacy (SP), 204-204, 2024 | | 2024 |
| FL-TIA: Novel Time Inference Attacks on Federated Learning C Sandeepa, B Siniarski, S Wang, M Liyanage 2023 IEEE 22nd International Conference on Trust, Security and Privacy in …, 2023 | | 2023 |
Madhusanka LiyanageAssociate Professor/Ad Astra Fellow (University College Dublin, Ireland)Verified email at ucd.ie
