Intellectual Property India Publishes Patent Application for System And Method For Robust Local Filtering To Secure Federated Learning Against Adversarial Poisoning

MUMBAI, India, Oct. 19 -- Intellectual Property India has published a patent application (202641121517 A) filed by Vishnu Institute Of Technology on October 10, 2026, for System And Method For Robust Local Filtering To Secure Federated Learning Against Adversarial Poisoning.

Inventors include Dr. Singaraju Ramya; Mrs. Gudapati Diana Kamal; and Mrs. Mamatha Deenakonda.

The application for the patent was published on October 16, 2026, under issue no. 42/2026.

Abstract: The present invention relates to a system and method for securing federated learning against adversarial poisoning. Client devices train a global model on private data and generate local updates. Within decentralised aggregation groups, each update's Mahalanobis distance rel...