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GNN-Hound

Red Teaming

GNN-Hound — AI-Powered Active Directory Attack Path Analysis

Dashboard — attack-path analysis across your BloodHound graph with domain-level critical, high, and medium path counts.
Attack Paths — GNN-ranked paths from source to target with risk-coded edges and step-by-step exploitation chains.

Technical Overview

GNN-Hound is an AI-powered Active Directory security tool that automatically discovers the most likely attack paths an adversary could take to compromise your network — before they do. It combines graph analysis with machine learning to rank and surface real, exploitable routes through your AD environment.

Key Features

  • Intelligent Attack Path Discovery
  • AI-Powered Path Ranking
  • BloodHound Integration
  • Policy-Aware Filtering
  • Fast Repeated Lookups
  • Flexible Output
  • Evaluation Built In
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