Comprehensive Security Vulnerability Scanning Framework

Develop a Python-based security scanning toolkit that can automatically assess vulnerabilities across multiple systems, networks, and application layers. Create modular scanning plugins supporting different assessment techniques, implement continuous monitoring, and generate detailed compliance reports. Include machine learning models for predictive threat detection and integration with major security information and event management (SIEM) systems.