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Last updated: May 19, 2026

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Windows desktop security software that detects unknown and AI-assisted malware using on-device ETW and behavioral ML. Local-first: files and behavior stay on your PC; only subscription verification calls home.

Product

  • Homepage — Overview, pricing, trial
  • How it works (Nerds) — ETW Layer 1a, behavioral Layer 1b, baseline, quarantine
  • User Manual — Setup and usage
  • Checkout — Monthly and annual plans
  • Accessibility — Accessibility statement and contact

Trust & legal

  • Legal hub — Privacy, terms, and policies
  • Support — Contact and help

Creator program

  • Affiliates — Commission program and referral attribution
  • Affiliate terms — Program rules

Extended summary

Same content as /llms-full.txt (plain text for automated tools only — not a second website).

AI Malware Guardian is a Windows 11 (x64) desktop application that detects novel and AI-assisted malware using local ETW telemetry, behavioral machine learning (Layer 1b), and structural ONNX models (Layer 1a). Detection runs on-device; the only routine outbound call is subscription verification (email + machine id).

What it does

  • Monitors process and system activity via ETW with a low-overhead background service.
  • Learns a per-machine behavioral baseline during an initial recording period.
  • Scores live activity against baseline and structural models; quarantines high-confidence threats locally.
  • Complements signature-based antivirus (e.g. Windows Defender) for unknown threats.

Privacy posture

  • No upload of file contents, ETW payloads, or behavioral feature vectors to the vendor cloud.
  • Subscription verify endpoint checks license status only.

Glossary

  • ETW — Event Tracing for Windows, used for monitoring.
  • Layer 1a — Structural ONNX model on process images.
  • Layer 1b — Behavioral ML on ETW-derived features vs baseline.
  • Baseline — Initial recording window for normal activity on this PC.

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AI Malware Guardian

Defending against the future of malware.

Legal Acknowledgements Nerds User Manual Affiliates Support Accessibility Product summary

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