Author

P. Jayaraman

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Open access Aug 2026

TeleZK-FL: enabling trustless and verifiable remote patient monitoring via quantized zero-knowledge federated learning

TeleZK-FL establishes the feasibility of verifiable, trustless federated learning on commodity telehealth hardware by eliminating the computational bottlenecks of server-side proof generation while incurring only 0.1%–0.3% AUC degradation.

P. Jayaraman, R. Delhibabu · Frontiers in Digital Health · 0 citations