Comprehensive Security Vulnerability Assessment Framework

Create an advanced security assessment Bash framework that conducts multi-dimensional vulnerability scans across system configurations, network services, and file systems. The script should integrate multiple scanning techniques, support custom rule definitions, generate detailed compliance reports, and provide risk scoring mechanisms. Include capabilities for scheduled scanning, differential analysis between scans, and integration with security information and event management (SIEM) systems.