Intellectual Property India Publishes Patent Application for A Privacy-Preserving Federated Learning Framework For Cross-Institution Student Intent Intelligence.

MUMBAI, India, July 30 -- Intellectual Property India has published a patent application (202641088800 A) filed by Dr. D. Abraham Pradeep on July 21, 2026, for A Privacy-Preserving Federated Learning Framework For Cross-Institution Student Intent Intelligence..

Inventor includes Dr. D. Abraham Pradeep.

The application for the patent was published on July 24, 2026, under issue no. 30/2026.

Abstract: ABSTRACT [505] Educational institutions increasingly seek to anticipate student intent, including likelihood of course withdrawal, programme dropout, enrolment non-continuation, and career-pathway transition, through machine learning models trained on institutional data; however, such predictive models achieve limited accuracy and generalizabi...