Intelligent Container Image Security Scanning System

Create a sophisticated container image security scanning system that provides comprehensive vulnerability assessment and remediation recommendations. Develop a Python framework that performs deep image analysis, generates detailed security reports, and implements intelligent threat detection mechanisms. Support multiple container formats and provide contextual risk scoring.