Continuing My ENSURE-6G Research Journey at the University of Sri Jayewardenepura
Returning to the University of Sri Jayewardenepura (USJ), Sri Lanka, for another research secondment under the ENSURE-6G MSCA Staff Exchange…
Exploring AI, Security, and Future Research Opportunities: Two Days of ENSURE-6G Events at USJ
One of the highlights of my recent ENSURE-6G research secondment at the University of Sri Jayewardenepura (USJ), Sri Lanka, was the…
ENSURE-6G Secondment supports participation and representation of USJP and UCD at IEEE LCN 2026
I had the opportunity to participate in the 51st IEEE Conference on Local Computer Networks (IEEE LCN 2026), held from 7 to 9 October 2026 in…
HITL Considerations for Trustworthy 6G Security: Secondment at Z-RED L.P
As part of the ENSURE-6G Staff Exchange program, I recently completed a four-week research secondment at Z-RED L.P, working on the project’s…
Removing the Coordinator: The Shift to Peer-to-Peer Learning at the 6G Edge
Federated Learning (FL) has revolutionized privacy-preserving AI by keeping data local and centralizing only the model updates. But what…
Big Intelligence, Small Devices: Knowledge Distillation in Federated Learning
Federated Learning (FL) elegantly solves the privacy problem of distributed AI by ensuring that raw data never leaves the user’s device.…
Securing the Edge: Towards Trustworthy and Privacy-Preserving Federated Learning
Federated Learning (FL) is widely celebrated as the privacy-preserving future of distributed artificial intelligence. By keeping raw data on…
Explainable AI in Secure Federated Learning: A Double-Edged Sword
As Federated Learning (FL) becomes a cornerstone for decentralized intelligence in 6G networks, its security vulnerabilities are coming under…
Data Stays, Intelligence Unites: Overcoming the Economic Hurdles of Federated Learning
As the demand for high-quality data to train machine learning models skyrockets, researchers are hitting a wall. It is predicted that by 2032,…
Securing 6G Networks: Decentralized Federated Random Forests for Intrusion Detection
As 6G networks evolve, securing the underlying architecture against malicious activities is more critical—and complex—than ever. Traditional…