AI-Driven Cybersecurity Risk Management: Leveraging Machine Learning for Automated Threat Detection, Real-Time Risk Assessment, and Regulatory Compliance Auditing. AMAR. 2025;3(5):242-257. doi:10.63075/z8wh7360