Intellectual Property India Publishes Patent Application for System And Method For Hardware-Rooted, Query-Bound, Composition-Aware Differential Privacy Authorization Of Shared On-Device Machine Learning Inference With Cost- Function Integrity Binding, Timing-Invariant Atomic Debit, And Verifiable Adaptive Composition Accounting

MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202641127064 A) filed by Vellore Institute Of Technology on October 25, 2026, for System And Method For Hardware-Rooted, Query-Bound, Composition-Aware Differential Privacy Authorization Of Shared On-Device Machine Learning Inference With Cost- Function Integrity Binding, Timing-Invariant Atomic Debit, And Verifiable Adaptive Composition Accounting.

Inventors include Dr. Gunasekaran G; Suresh Krishna K; Harish Y; Vishva Sa; and Dhanush T.

The application for the patent was published on October 30, 2026, under issue no. 44/2026.

Abstract: A hardware-rooted differential privacy authorization system for shared on-device machine-learning inference is dis...