M V Bharath

Adaptive Trust-Driven Federated Learning with Blockchain for Secure AI Healthcare Diagnostics

2025

Healthcare supply chains and IoMT-driven clinical monitoring increasingly rely on real-time data exchange, yet remain vulnerable to adversarial attacks, counterfeit drug distribution, and privacy violations. Traditional federated learning improves data confidentiality but struggles with malicious …