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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Vishal Barot

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#federated learning Open access Oct 2026

Federated learning with adaptive reliability aware aggregation for privacy preserving healthcare IoT systems

Abstract Healthcare Internet of Things (IoT) devices generate vast amounts of sensitive patient data, creating significant privacy risks and regulatory challenges when processed through centralized architectures. Federated Learning (FL) offers a promising solution by enabling decentralized model training without sharin...

Vishal Barot, Jashvant Dave, Manoj R. et al. · 0 citations
#explainable ai Book Oct 2026

Explainable AI Techniques for Intrusion Detection Systems

The proliferation of interconnected digital systems, cloud infrastructures, Internet of Things (IoT) devices, industrial control systems, and cyber-physical infrastructures has led to a growth in the complexity of cyber security environments. MLand DL integrated into modern IDSs to identify complex activities in the tr...

Rashid Ayub, Abu Sarwar Zamani, Vishal Barot et al. · 0 citations
#federated learning Book Oct 2026

Federated and Distributed Learning for Secure and Explainable Cyber Defense

This chapter examines federated and distributed learning as a foundation for secure, explainable cyber defense. Centralized AI models create privacy risks, single points of failure, and opaque decisions that resist interpretation. The authors combine federated learning with explainable AI techniques, including SHAP, LI...

Vishal Barot, Abu Sarwar Zamani, Ankit Modi et al. · 0 citations

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