Intellectual Property India Publishes Patent Application for A Machine Learning-Based Intelligent Security Framework For Real-Time Insider Threat Identification And Prevention

MUMBAI, India, Sept. 28 -- Intellectual Property India has published a patent application (202641112170 A) filed by Vallurupalli Nageswara Rao Vignana Jyothi Institute Of Engineering And Technology on September 18, 2026, for A Machine Learning-Based Intelligent Security Framework For Real-Time Insider Threat Identification And Prevention.

Inventor includes Dr. K. Archana.

The application for the patent was published on September 25, 2026, under issue no. 39/2026.

Abstract: ABSTRACT [0020] A machine-learning-based insider threat detection system is disclosed that continuously evaluates user activity logs to identify anomalous internal behavior. Three independent models Random Forest, Isolation Forest and Support Vector Machine—are trained...