Real-Time Anomaly Detection and Response System

Develop a sophisticated Bash-based anomaly detection framework that provides intelligent system monitoring and automated response capabilities. The script must analyze system logs, network traffic, and performance metrics to identify potential security incidents or performance degradations. Implement machine learning-inspired pattern recognition, automatic threat mitigation, and comprehensive reporting.