Risk Management Log Analysis Toolkit

Build an advanced bash-based log analysis system for financial risk management that can process massive log files from trading platforms, network security systems, and transaction databases. Implement machine learning-assisted anomaly detection, create real-time risk scoring mechanisms, and generate automated alerts for potential fraudulent activities or system vulnerabilities. The script must be capable of handling multi-gigabyte log files with sub-second processing times.