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IAGuard (Beta)

Network security monitor with local AI. Watches your connections in real time, flags suspicious activity with local heuristics, and — optionally — a local AI analyst (Ollama) interprets what it sees. Nothing leaves your computer: no account, no cloud, no telemetry.

Features

  • Real-time monitoring of active connections and system events, with a configurable interval.
  • Local heuristics: possible port scans, new ports listening, failed login attempts (brute force) and connections to IPs with a bad reputation. These work with or without AI.
  • Optional AI analyst (Ollama): rates the risk, explains what is suspicious and why, and suggests actions. Answers your questions in streaming about the current state of your network. Everything runs on your own machine.
  • Connections panel that is sortable and filterable, with instant risk score and suspicious processes flagged.
  • Event history with analysis and search by time window.
  • Native notifications on alerts (scans, failed logins).
  • Optional blocking of malicious IPs through the system firewall, with whitelist and configurable duration.
  • Reputation feed updated and signed (cryptographically verified).
  • No GPU required: works well with small models on CPU (AI features).

Platforms

Only Windows and Linux builds are published.

Requirements

  • Windows: Windows 10 or 11 (64-bit). Nothing else needs to be installed.
  • Linux: standard tools already present on virtually every distro — ss (iproute2) for connections and journalctl (systemd) for failed-login detection. No root required for monitoring.
  • Optional: Ollama running locally with an installed model (recommended without GPU: llama3.2:3b, qwen3:4b) to enable the AI analyst. The app works fully without it.

Disclaimer

Project in beta: distributed "as is", without warranties. Use it as a visibility and analysis layer — it does not replace a full IDS/IPS system.

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About

Real-time network monitor with local AI: heuristics detect port scans & brute force, Ollama explains what it finds. No cloud, no telemetry.

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