# AI Malware Guardian — extended product summary

> 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.

## Plans (display pricing on site; confirm at checkout)

- Monthly and annual subscriptions; device limits per plan (see homepage FAQ).
- Activation via email + token after Stripe checkout.

## Key URLs

- https://aimalwareguardian.com/
- https://aimalwareguardian.com/nerds
- https://aimalwareguardian.com/UserManual
- https://aimalwareguardian.com/support
- https://aimalwareguardian.com/affiliates
- https://aimalwareguardian.com/llms.txt

## Glossary

- **ETW**: Event Tracing for Windows — kernel/user telemetry used for monitoring.
- **Layer 1a**: Structural ONNX model on process images.
- **Layer 1b**: Behavioral ML on ETW-derived feature vectors vs baseline.
- **Baseline**: Initial recording window establishing normal activity for this PC.

Last updated: 2026-05-19