Pukyong National University

Mamunur Rashid Md

Ki Ryong Kwon

An intrusion detection system for an IoT network using blockchain-enabled federated learning (FL) and an operating method thereof are described. The intrusion detection system for the IoT network includes a plurality of local clients configured to be each interconnected with a plurality of Internet of Things (IoT) device groups to establish an individual IoT network, and a central server configured to be interconnected with the plurality of local clients and implemented on a blockchain network, wherein each of the plurality of local clients includes a local neural network model for intrusion detection, and updates a current local neural network model based on a global neural network model transmitted from the central server.

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Busan, South Korea

Mamunur Rashid Md