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Author

A. Priya

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Conference Jul 2026

Blockchain-Secured Federated Deep Reinforcement Learning for Adaptive and Privacy-Preserving Industrial IoT Control

Industrial Internet of Things (IIoT) systems require dynamical, safe, and competent control to address the dynamic industrial processes. Centralized Deep Reinforcement Learning (DRL) methods are however vulnerable to privacy, high communication overheads, and model tampering. In order to address these shortcomings, the...

A.Mallika, Anitha Christy, P. Krishnamoorthy et al. · 0 citations
Conference Jul 2026

Green Federated Learning with Adaptive Model Pruning for Sustainable Edge Intelligence in Smart Industries

Due to the rapid proliferation of Industrial Internet of Things (IIoT) systems within smart industries, scalable, energy-efficient, and sustainable edge intelligence solutions are in demand. Despite the fact that Federated Learning (FL) allows collaborative training without raw data sharing, traditional FL methods have...

A. Priya, Vungarala Satya Kishore, A. Christy et al. · 0 citations

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