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cs.LG2025★ 1 cited
Anomaly Detection in Electric Vehicle Charging Stations Using Federated Learning
Bishal K C, Amr Hilal, Pawan Thapa
Federated Learning (FL) is a decentralized training framework widely used in IoT ecosystems that preserves privacy by keeping raw data local, making it ideal for IoT-enabled cyber-…
cs.LG2023
REFT: Resource-Efficient Federated Training Framework for Heterogeneous and Resource-Constrained Environments
Humaid Ahmed Desai, Amr Hilal, Hoda Eldardiry
Federated Learning (FL) plays a critical role in distributed systems. In these systems, data privacy and confidentiality hold paramount importance, particularly within edge-based d…