MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202611065136 A) filed by Mangalayatan University, Aligarh; Mr. Arshil Noor; and Mr. Hamza Zaki on May 23, 2026, for Secure Real-Time Examination Framework Using Chaos-Based Image Encryption And Densenet-Based Behavioral Pattern Analysis With Hybrid Human Correlation.
Inventors include Mr. Arshil Noor; Mr. Hamza Zaki; Dr. Tabrez Nafis; and Dr. Mohammad Sarfraz.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The present invention relates to a secure real-time examination framework system (100) for conducting and monitoring online examinations with encrypted visual data transmission and artificial intelligence-based behavioural assessment. The system (100) comprises an examination interface module (1), a live image/video acquisition module (2), a chaos-based image encryption module (3), a secure transmission module (4), a server processing module (5), a chaos-based decryption module (6), a DenseNet-based behavioural analysis module (7), a behavioural pattern recognition module (8), an anomaly detection and alert generation module (9), a real-time monitoring dashboard (10), a hybrid human correlation module (11), and a decision recording and audit module (12). The system captures candidate-side image frames or video streams, encrypts the captured data using chaos-based image encryption, securely transmits the encrypted data to a server, decrypts the data at the server, analyses candidate behaviour using DenseNet-based behavioural analysis, generates real-time anomaly alerts, enables hybrid human validation of alerts, and records validated examination integrity decisions with audit logs. The invention improves confidentiality of visual examination data, enhances real-time anomaly detection, reduces false positives and false negatives, and supports reliable post-examination verification.
Disclaimer: Curated by HT Syndication.
