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security-filter

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AyboFrankOz / Active-Directory-GPO-User-Restrictions-Lab

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In this lab, I demonstrate how to use Group Policy Objects (GPOs) on Windows Server 2022 to enforce enterprise-style restrictions on a domain-joined workstation, including hiding system icons, enforcing a corporate wallpaper, blocking Control Panel, Settings, Command Prompt, PowerShell, software uninstallation, network settings, and USB drives.

virtual-machine active-directory windows-10 domain-controller gpo group-policy-object security-filter homelab-setup vmware-workstation-17-pro homelab-setup-windows-server-2022 loopback-processing
  • Updated Mar 30, 2026

mattijsmoens / sovereign-shield-adaptive

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Self-improving security filter for AI applications. Learns from missed attacks, auto-deploys validated rules, and self-prunes false positives.

python rule-engine deterministic input-validation category-learning ai-security content-moderation zero-dependencies ethical-ai self-improving security-filter prompt-injection llm-security ai-firewall sandbox-testing false-positive-prevention adaptive-security jailbreak-prevention multilingual-security false-positive-pruning
  • Updated Mar 27, 2026
  • Python

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