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File metadata and controls

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Algorithm: Ransomware Defense Against LockBit 3.0

  1. Initialize Security Parameters

    • Define protected_folders = [list of critical folders].
    • Set backup_schedule = Daily/Weekly.
    • Enable real_time_monitoring.
    • Define alert_recipients = [Admin email/phone].
  2. Set Up Preventive Measures
    2.1 System Hardening

    • Enable and configure firewall rules.
    • Disable unnecessary services (e.g., SMBv1, Telnet, etc.).
    • Regularly update the OS, antivirus software, and applications.

    2.2 Restrict Privileges

    • Assign least_privilege_access to users and applications.
    • Enforce MFA (Multi-Factor Authentication) for all critical accounts.

    2.3 File Protection

    • Enable Controlled Folder Access for protected_folders.
    • Use read-only or immutable backups for sensitive data.

    2.4 Application Security

    • Enable application whitelisting (allowed_apps).
    • Block execution from risky directories (e.g., %Temp%, %Downloads%).
  3. Deploy Monitoring and Detection Systems

    • Enable logging for system activities:
      • File access and modification events.
      • Registry changes.
      • Process execution.
    • Deploy behavior-based detection tools to identify unusual activities:
      • Mass file renaming.
      • High disk I/O.
      • Connections to known malicious IPs/domains.
  4. Real-Time Monitoring Algorithm

    while system_running:
        monitor(file_operations)
        if mass_file_rename_detected or high_disk_IO_detected:
            alert_admin("Potential ransomware activity detected.")
            isolate_system()
            halt_suspicious_processes()
    
  5. Backup Management

    • Schedule automated, offline backups for critical data:
      • Use encrypted backups.
    • Verify backups regularly for integrity.
  6. Restrict Network Activity
    6.1 Network Segmentation

    • Divide the network into isolated zones (e.g., user, production, backup).
    • Limit lateral movement with strict access controls.

    6.2 Outbound Connection Control

    • Block outgoing traffic to unknown IPs/domains.
    • Use DNS filtering to prevent connections to malicious servers.
  7. Respond to Ransomware Activity
    7.1 Isolation

    • Disconnect affected devices from the network.
    • Stop suspicious processes immediately.

    7.2 Recovery

    • Restore data from clean backups.
    • Rebuild affected systems to ensure no ransomware.

    7.3 Communication

    • Inform stakeholders and report incidents to cybersecurity authorities.
  8. Post-Incident Measures

    • Analyze attack logs to identify vulnerabilities.
    • Patch security weaknesses.
    • Update security policies.
    • Train users to recognize phishing and other attack vectors.