Author

Youngho Park

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Jul 2026

A secure authentication protocol for detecting intrusions in IoT traffic data streams using federated learning

A secure and scalable Federated Learning–based architecture with a lightweight authentication protocol to enable collaborative learning from distributed IoT data streams and a federated version of the Hoeffding tree algorithm for real-time learning is developed.

Shachi Sharma, Mohit Dey, Ashok Kumar Das et al. · Cluster Computing · 0 citations

2026

Post-Quantum Secure Lattice-Based Lightweight Authentication Scheme for Energy Internet-Based V2G Communication

Electric Vehicles (EVs) now function as both energy consumers and producers within the energy internet-enabled smart grid, enabling bidirectional energy exchange with the grid. To facilitate secure Vehicle-to-Grid (V2G) communication, mutual authentication between EVs and charging stations (CSs) over open wireless chan...

Nahida Majeed Wani, Girraj Kumar Verma, Saurabh Rana et al. · IEEE Transactions on Informa... · 0 citations