ProctorGuard: AI-Powered Examination Monitoring with Face and Device Detection

This study addresses the challenges of cheating and illegal access in online exams, maintaining academic integrity with an AI-powered web-based monitoring system.Here we uses COCO-SSD to detect misconduct such as many faces, no face, and phone usage, notifying the user and recording instances for teachers. It is built with React.js and Node.js to deliver a safe, scalable, and user-friendly platform. Future additions will incorporate advanced models such as Vision Transformers, super-resolution techniques, and language assistance to improve detection and accessibility. This solution establishes a standard for secure, inclusive, and dependable online exams.