MUMBAI, India, April 17 -- Intellectual Property India has published a patent application (202641043579 A) filed by Vellore Institute Of Technology, Vellore, Tamil Nadu, on April 6, for 'pre-encryption ransomware prediction system for mobile devices.'

Inventor(s) include Sujatha R; Varnika. S. L; and Renuka Kumari.

The application for the patent was published on April 17, under issue no. 16/2026.

According to the abstract released by the Intellectual Property India: "Pre-Encryption Ransomware Prediction System for Mobile Devices. The present invention relates to a behaviour-based ransomware prediction system for mobile devices configured to detect early indicators of ransomware activity prior to file encryption or device lock. The system comprises a lightweight background monitoring service that continuously observes file system events and captures behavioural indicators including file rename frequency and file access count. A behaviour analysis engine evaluates the captured data using predefined threshold conditions to identify abnormal activity indicative of ransomware behaviour. Upon detection of suspicious activity, an alerting module generates real-time user notifications through warning dialogs and visual indicators, enabling preventive action. The system further includes a user interface dashboard displaying monitoring metrics and system status. The invention operates with minimal resource consumption and supports continuous real-time monitoring in mobile environments."

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