Ilir Murturi

Blockchain-Based Zero Trust on the Edge

2023

Internet of Things (IoT) devices pose significant security challenges due to their heterogeneity (i.e., hardware and software) and vulnerability to extensive attack surfaces. Today's conventional perimeter-based systems use credential- based authentication (e.g., username/password, certificates, etc.) …

Federated Domain Generalization: A Survey

2025 · Proceedings of the IEEE

Machine learning (ML) typically relies on the assumption that training and testing distributions are identical and that data are centrally stored for training and testing. However, in real-world scenarios, distributions may differ significantly, and data …