Ensuring academic integrity in online assessments is crucial for upholding fairness and credibility, especially with the widespread adoption of remote learning. This research addresses key vulnerabilities in preventing cheating and unauthorized collaboration, common in online assessments lacking direct supervision. To address these challenges, an intelligent proctoring ...