Introduces backend security API and service for malware scanning (ClamAV), file integrity monitoring, suspicious activity detection, and security event logging. Adds frontend Security page, navigation, and styles for managing scans, quarantine, integrity checks, and viewing security events. Integrates security routes and UI into the application.