Adaptive Authentication and Access Control System in Dynamic Educational Environments Based on AI

This article presents an artificial intelligence-based adaptive access control system integrating biometric and contextual data with machine learning for real-time dynamic adjustments. The system achieves 94% precision, 90% recall, and a 250-ms average response time, demonstrating its robustness in managing role transitions and operational variability.