Yasintha Rumesh

Phone+358503247812

Research activity per year

4 Conference article in proceedings

4 results

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2024
Federated Learning for Anomaly Detection in Open RAN: Security Architecture Within a Digital Twin
Rumesh, Y., Attanayaka, D., Porambage, P., Pinola, J., Groen, J. & Chowdhury, K., 2024, 2024 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2024. IEEE Institute of Electrical and Electronic Engineers, p. 877-882 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
2 Citations (Scopus)
Security Framework in Digital Twin for O-RAN
Attanayaka, D., Rumesh, Y., Pinola, J. & Porambage, P., 2024, 2024 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2024. IEEE Institute of Electrical and Electronic Engineers, p. 889-894 (European Conference on Networks and Communications, Vol. 2024).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
1 Citation (Scopus)
2023
Comprehensive Analysis Over Centralized and Federated Learning-Based Anomaly Detection in Networks with Explainable AI (XAI)
Rumesh, Y., Senevirathna, T. T., Porambage, P., Liyanage, M. & Ylianttila, M., 2023, ICC 2023 - IEEE International Conference on Communications. Zorzi, M., Tao, M. & Saad, W. (eds.). IEEE Institute of Electrical and Electronic Engineers, p. 4853-4859
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
XcARet: XAI based Green Security Architecture for Resilient Open Radio Access Networks in 6G
Porambage, P., Pinola, J., Rumesh, Y., Tao, C. & Huusko, J., 2023, 2023 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2023. IEEE Institute of Electrical and Electronic Engineers, p. 699-704 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
9 Citations (Scopus)

Yasintha Rumesh

Research output

Search results

Federated Learning for Anomaly Detection in Open RAN: Security Architecture Within a Digital Twin

Security Framework in Digital Twin for O-RAN

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

XcARet: XAI based Green Security Architecture for Resilient Open Radio Access Networks in 6G