Real-time monitoring of SDN networks using non-invasive cloud-based logging platforms. - Bartlomiej Siniarski; Cristian Olariu; Philip Perry; Trevor Parsons; John Murphy 001 (PIMRC, 2016)

OpenFlow based VoIP QoE monitoring in enterprise SDN. - Bartlomiej Siniarski; Cristian Olariu; Philip Perry; John Murphy 001 (IM, 2017)

FlowVista: Low-bandwidth SDN monitoring driven by business application interaction. - Bartlomiej Siniarski; John Murphy 001; Declan Delaney (SoftCOM, 2017)

A Survey on Privacy for B5G/6G: New Privacy Goals, Challenges, and Research Directions. - Chamara Sandeepa; Bartlomiej Siniarski; Nicolas Kourtellis; Shen Wang 006; Madhusanka Liyanage (CoRR, 2022)

A Survey on XAI for Beyond 5G Security: Technical Aspects, Use Cases, Challenges and Research Directions. - Thulitha Senevirathna; Zujany Salazar; Vinh Hoa La; Samuel Marchal; Bartlomiej Siniarski; Madhusanka Liyanage; Shen Wang 006 (CoRR, 2022)

A survey on privacy for B5G/6G: New privacy challenges, and research directions. - Chamara Sandeepa; Bartlomiej Siniarski; Nicolas Kourtellis; Shen Wang 006; Madhusanka Liyanage (J. Ind. Inf. Integr., 2022)

DROAD: Demand-aware reconfigurable optically-switched agile data center network. - Bartlomiej Siniarski; Dinh Danh Le; Conor McArdle; John Murphy 001; Liam P. Barry (Opt. Switch. Netw., 2022)

FL-TIA: Novel Time Inference Attacks on Federated Learning. - Chamara Sandeepa; Bartlomiej Siniarski; Shen Wang 006; Madhusanka Liyanage (TrustCom, 2023)

Need of 6G for the Metaverse Realization. - Bartlomiej Siniarski; Chamitha de Alwis; Gokul Yenduri; Thien Huynh-The; Gürkan Gür; Thippa Reddy Gadekallu; Madhusanka Liyanage (CoRR, 2023)

Deceiving Post-Hoc Explainable AI (XAI) Methods in Network Intrusion Detection. - Thulitha Senevirathna; Bartlomiej Siniarski; Madhusanka Liyanage; Shen Wang 006 (CCNC, 2024)

Advancing Security for 6G Smart Networks and Services. - Madhusanka Liyanage; Pawani Porambage; Engin Zeydan; Thulitha Senavirathne; Yushan Siriwardhana; Awaneesh Kumar Yadav; Bartlomiej Siniarski (EuCNC/6G Summit, 2024)

Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges. - Shen Wang 006; Chamara Sandeepa; Thulitha Senevirathna; Bartlomiej Siniarski; Manh-Dung Nguyen; Samuel Marchal; Madhusanka Liyanage (EuCNC/6G Summit, 2024)

The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications. - Abdul-Rasheed Ottun; Rasinthe Marasinghe; Toluwani Elemosho; Mohan Liyanage; Mohamad Ragab; Prachi Bagave; Marcus Westberg; Mehrdad Asadi; Michell Boerger; Chamara Sandeepa; Thulitha Senevirathna; Bartlomiej Siniarski; et al. (ICDCS, 2024)

Navigating Explainable Privacy in Federated Learning. - Chamara Sandeepa; Thulitha Senevirathna; Bartlomiej Siniarski; Shen Wang 006; Madhusanka Liyanage (IFIP Networking, 2024)

SHERPA: Explainable Robust Algorithms for Privacy-Preserved Federated Learning in Future Networks to Defend Against Data Poisoning Attacks. - Chamara Sandeepa; Bartlomiej Siniarski; Shen Wang 006; Madhusanka Liyanage (SP, 2024)

Rec-Def: A Recommendation-Based Defence Mechanism for Privacy Preservation in Federated Learning Systems. - Chamara Sandeepa; Bartlomiej Siniarski; Shen Wang 006; Madhusanka Liyanage (IEEE Trans. Consumer Electron., 2024)

A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks. - Chamara Sandeepa; Bartlomiej Siniarski; Nicolas Kourtellis; Shen Wang 006; Madhusanka Liyanage (ACM Comput. Surv., 2024)

A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions. - Thulitha Senevirathna; Vinh Hoa La; Samuel Marchal; Bartlomiej Siniarski; Madhusanka Liyanage; Shen Wang 006 (IEEE Commun. Surv. Tutorials, 2025)