Intellectual Property India Publishes Patent Application for System And Method For Runtime Integrity Monitoring And Autonomous Quarantine Of Machine Learning Models Using Behavioral Representations And Causal Boundary Verification

MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202641124756 A) filed by Vellore Institute Of Technology on October 19, 2026, for System And Method For Runtime Integrity Monitoring And Autonomous Quarantine Of Machine Learning Models Using Behavioral Representations And Causal Boundary Verification.

Inventors include Murugan Krishnamoorthy; and Sajal Varshney.

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

Abstract: The present invention provides an Autonomous AI Reliability Intelligence (AARI) framework for runtime integrity monitoring and autonomous fault containment of deployed machine-learning inference models. A model certification module (101) gene...