Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Yasintha Rumesh is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 2 Active
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XcARet: XAI-based Green Security Architecture for Resilient and Intelligent Open Radio Access Network Architecture in 6G
Porambage, P. (Manager), Attanayaka, D. (Participant) & Rumesh, Y. (Participant)
1/09/23 → 31/08/27
Project: Academy of Finland project
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SUNSET-6G : Sustainable Network Security Tech for 6G
Ahmad, I. (Manager), Porambage, P. (Participant), Suomalainen, J. (Participant), Rumesh, Y. (Participant), Singh, R. (Participant), Ahola, K. (Participant) & Malinen, J. (Participant)
1/01/23 → 31/12/25
Project: Business Finland project
Research output
- 4 Conference article in proceedings
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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
1 Citation (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 -
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: Proceedings. Zorzi, M., Tao, M. & Saad, W. (eds.). IEEE Institute of Electrical and Electronic Engineers, p. 4853-4859 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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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
6 Citations (Scopus)