MUMBAI, India, June 22 -- Intellectual Property India has published a patent application (202621048520 A) filed by Sage University on April 16, 2026, for System And Method For Context-Adaptive Multi-Modal Behavioral Intelligence With Temporal Pattern-Based Cheating Detection.
Inventors include Dr Prashant Jain; Dr. Sumit Jain; Dr. Satyendra Sharma; and Rakshanda Tahseen.
The application for the patent was published on June 12, 2026, under issue no. 24/2026.
Abstract: ABSTRACT System and Method for Context-Adaptive Multi-Modal Behavioral Intelligence with Temporal Pattern-Based Cheating Detection The present invention relates to a system and method for intelligent examination surveillance using a context-adaptive, multi-layer behavioral intelligence framework. The system employs multi-modal sensing units to capture behavioral inputs including video and audio data associated with examinees. A behavioral intelligence engine processes the inputs to generate a continuous behavioral signature for each examinee by fusing multiple behavioral parameters comprising gaze direction, head movement, posture variation, and hand activity. The system performs cross-parameter correlation and context-aware temporal analysis to identify correlated behavioral sequences indicative of intentional cheating behavior. A dynamic suspicion scoring mechanism aggregates behavioral indicators and generates adaptive, severity-based alerts using threshold evaluation and contextual validation to reduce false positives. The system provides real-time decision-support alerts to invigilators and enables scalable monitoring across physical and online examination environments, thereby improving detection accuracy, operational efficiency, and examination integrity. Fig.3
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