| 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 | 19 | 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 |
| 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 | 16 | 2022 |
| T. Huynh-The, G. GÜr B Siniarski, C De Alwis, G Yenduri arXiv preprint arXiv:2301.03386, 2022 | 11 | 2022 |
| A survey on XAI for beyond 5G security: technical aspects, use cases, challenges and research directions T Senevirathna, VH La, S Marchal, B Siniarski, M Liyanage, S Wang arXiv preprint arXiv:2204.12822, 2022 | 10 | 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 | 9 | 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 | 6 | 2017 |
| 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 | 1 | 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 | 1 | 2023 |
| A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks C Sandeepa, B Siniarski, N Kourtellis, S Wang, M Liyanage arXiv preprint arXiv:2212.06987, 2022 | 1 | 2022 |
| 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 |
| 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 | | 2024 |
| Application Defined QoE-driven Monitoring for Real-time, Business Critical Applications in Multi-vendor Software Defined Networks B Siniarski University College Dublin, 2019 | | 2019 |
| 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 | | |
| Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges S Wang, C Sandeepa, T Senevirathna, B Siniarski, MD Nguyen, ... | | |
| FL-TIA: Novel Time Inference Attacks on Federated Learning C Sandeepa, B Siniarski, S Wang, M Liyanage | | |
| Dynamically Reconfigurable Optically-switched Data Center Network B Siniarski, C McArdle, J Murphy, L Barry | | |
Madhusanka LiyanageAssociate Professor/Ad Astra Fellow (University College Dublin, Ireland)Verified email at ucd.ie
