Thulitha Senevirathna

According to our database, Thulitha Senevirathna authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

IEEE Commun. Surv. Tutorials, April, 2025

Enhancing Accountability, Resilience, and Privacy of Intelligent Networks With XAI.

Thulitha Senevirathna, Chamara Sandeepa, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Michell Boerger, Madhusanka Liyanage, Shen Wang

IEEE Open J. Commun. Soc., 2025

From Insight to Action: XAI-Enhanced Detection of DDoS Attacks in Software Defined Networks.

Thulitha Senevirathna, Betül Güvenç Paltun, Ramin Fuladi, Shen Wang, Madhusanka Liyanage

Proceedings of the 36th IEEE International Symposium on Personal, 2025

2024

Navigating Explainable Privacy in Federated Learning.

Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Shen Wang, Madhusanka Liyanage

Proceedings of the IFIP Networking Conference, 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, 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

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

SPATIAL: Practical AI Trustworthiness with Human Oversight.

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

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges.

Shen Wang, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Madhusanka Liyanage

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

Deceiving Post-Hoc Explainable AI (XAI) Methods in Network Intrusion Detection.

Thulitha Senevirathna, Bartlomiej Siniarski, Madhusanka Liyanage, Shen Wang

Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

2023

Comprehensive Analysis Over Centralized and Federated Learning-Based Anomaly Detection in Networks with Explainable AI (XAI).

Yasintha Rumesh, Thulitha Senevirathna, Pawani Porambage, Madhusanka Liyanage, Mika Ylianttila

Proceedings of the IEEE International Conference on Communications, 2023

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

CoRR, 2022

2020

Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks.

Thulitha Senevirathna, Bathiya Thennakoon, Tharindu Sankalpa, Chatura Seneviratne, Samad Ali, Nandana Rajatheva

Proceedings of the IEEE Global Communications Conference, 2020