Intellectual Property India Publishes Patent Application for Closed Loop Node Reputation And Adaptive Privacy Budget Allocation In Federated Learning Networks

MUMBAI, India, Sept. 28 -- Intellectual Property India has published a patent application (202621096423 A) filed by Symbiosis Skills And Professional University on August 10, 2026, for Closed Loop Node Reputation And Adaptive Privacy Budget Allocation In Federated Learning Networks.

Inventors include Rudresh Shirwaikar; Jai Mali; and Parth Kapare.

The application for the patent was published on September 25, 2026, under issue no. 39/2026.

Abstract: The invention discloses a computer-implemented system and method for closed-loop federated learning wherein node reputation scores are utilised for adaptive privacy-budget allocation and aggregation weight determination. The system (100) comprises a plurality of nodes (110) and at least one ag...