Intellectual Property India Publishes Patent Application for 'Federated Learning Architecture With Differential Privacy Guarantees For Secure Collaborative Training' Filed by Vardhaman College Of Engineering

MUMBAI, India, Jan. 2 -- Intellectual Property India has published a patent application (202541123674 A) filed by Vardhaman College Of Engineering, Hyderabad, Telangana, on Dec. 8, 2025, for 'federated learning architecture with differential privacy guarantees for secure collaborative training.'

Inventor(s) include Mr. Nirmal Keshari Swain; Mr. M Yugandhar; Ms. B Swapna; Dr. K Nikhila; Ms. Farhana Begum; and Dr. L. Sunitha.

The application for the patent was published on Jan. 2, under issue no. 01/2026.

According to the abstract released by the Intellectual Property India: "The invention provides a federated learning architecture that enables multiple distributed clients to collaboratively train a global machine learning model while ensu...