Thulitha Senevirathna

12 papers A 2B 3Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions.
IEEE Commun. Surv. Tutorials
Thulitha Senevirathna, Vinh Hoa La, Samuel Marchal, Bartlomiej Siniarski, Madhusanka Liyanage, Shen Wang
2025 J jnl
Enhancing Accountability, Resilience, and Privacy of Intelligent Networks With XAI.
IEEE Open J. Commun. Soc.
Thulitha Senevirathna, Chamara Sandeepa, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Michell Boerger, Madhusanka Liyanage, Shen Wang
2025 B conf
From Insight to Action: XAI-Enhanced Detection of DDoS Attacks in Software Defined Networks.
PIMRC
Thulitha Senevirathna, Betül Güvenç Paltun, Ramin Fuladi, Shen Wang, Madhusanka Liyanage
2024 — conf
Deceiving Post-Hoc Explainable AI (XAI) Methods in Network Intrusion Detection.
CCNC
Thulitha Senevirathna, Bartlomiej Siniarski, Madhusanka Liyanage, Shen Wang
2024 B conf
Navigating Explainable Privacy in Federated Learning.
IFIP Networking
Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Shen Wang, Madhusanka Liyanage
2024 A conf
SPATIAL: Practical AI Trustworthiness with Human Oversight.
ICDCS
Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Mohan Liyanage, Ashfaq Hussain Ahmed, Michell Boerger, Chamara Sandeepa, Thulitha Senevirathna, Vinh Hoa La, Manh-Dung Nguyen, Claudio Soriente, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores
2024 A conf
The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications.
ICDCS
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, Madhusanka Liyanage, Vinh Hoa La, Manh-Dung Nguyen, Edgardo Montes de Oca, Tessa Oomen, João Fernando Ferreira Gonçalves, Illija Tanaskovic, Sasa Klopanovic, Nicolas Kourtellis, Claudio Soriente, Jason Pridmore, Ana Rosa Cavalli, Drasko Draskovic, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores
2024 — conf
Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges.
EuCNC/6G Summit
Shen Wang, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Madhusanka Liyanage
2023 — conf
Comprehensive Analysis Over Centralized and Federated Learning-Based Anomaly Detection in Networks with Explainable AI (XAI).
ICC
Yasintha Rumesh, Thulitha Senevirathna, Pawani Porambage, Madhusanka Liyanage, Mika Ylianttila
2022 J jnl
A Survey on XAI for Beyond 5G Security: Technical Aspects, Use Cases, Challenges and Research Directions.
CoRR
Thulitha Senevirathna, Zujany Salazar, Vinh Hoa La, Samuel Marchal, Bartlomiej Siniarski, Madhusanka Liyanage, Shen Wang
2021 J jnl
Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks.
CoRR
Thulitha Senevirathna, Bathiya Thennakoon, Tharindu Sankalpa, Chatura Seneviratne, Samad Ali, Nandana Rajatheva
2020 B conf
Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks.
GLOBECOM
Thulitha Senevirathna, Bathiya Thennakoon, Tharindu Sankalpa, Chatura Seneviratne, Samad Ali, Nandana Rajatheva