Smart Monitor AI – A Secure Online Examination and Malpractice Detection Framework

The rapid expansion of online education has created significant challenges in maintaining academic integrity during remote examinations. To address the limitations of traditional manual and webcam-based monitoring, this project introduces Smart Monitor AI, an AI-powered Automated Exam Proctoring System that combines computer vision, behavioral analysis, and real-time activity tracking to supervise students during exams. The system identifies suspicious activities such as absence of face, presence of multiple individuals, gaze deviation, object detection (like mobile phones or books), tab switching, and unusual posture behavior, while generating instant alerts and detailed violation reports for instructors. By utilizing lightweight, the platform ensures privacy-focused and scalable monitoring without requiring additional software installations. Additionally, it integrates a professional coding environment for programming assessments, making it a secure, efficient, and reliable solution for conducting fair and modern online examinations.