Mapping Attack Paths with BloodHound CE

Legal Notice: This skill is for authorized security testing, red-team engagements, and educational purposes only. Active Directory and Entra ID reconnaissance reveals privilege-escalation chains that lead to full domain/tenant compromise. Use only against environments you own or have explicit written authorization (rules of engagement) to test. Unauthorized use violates the Computer Fraud and Abuse Act and equivalent laws.

Overview

BloodHound Community Edition (CE) is SpecterOps's graph-based attack-path-management platform. It models security principals (users, computers, groups, OUs, GPOs, Entra ID users/groups/apps/roles) as nodes and the permissions, group memberships, sessions, trusts, and ACLs between them as edges. By framing Active Directory and Entra ID as a directed graph, BloodHound turns the question "can this low-privileged account reach Domain Admins / Global Administrator?" into a shortest-path query that finds escalation chains a human reviewer would miss.

BloodHound CE replaced the legacy Neo4j-only BloodHound with a containerized stack: a Go API server, a PostgreSQL relational store, and a Neo4j graph database, all behind a modern web UI and REST API. Data is gathered by two collectors maintained by SpecterOps:

• SharpHound (the CE/.NET collector, run on or against a domain-joined Windows host) gathers on-prem AD: objects, group membership, ACLs, sessions, local-admin rights, trusts, GPOs, certificate services (ADCS), and LAPS readability. It emits a ZIP of JSON.
• AzureHound (a cross-platform Go binary) gathers Entra ID and Azure Resource Manager data via the Microsoft Graph and Azure REST APIs: users, groups, app registrations, service principals, directory roles, subscription/role assignments, and key vaults. It emits a single JSON file.

As of recent CE releases, when both an AD domain and its synced Entra ID tenant are ingested, BloodHound automatically renders Hybrid Attack Paths — chains that cross the on-prem/cloud boundary (for example, an on-prem user synced to a cloud account that holds a privileged Entra role). Mapped to MITRE ATT&CK, the core activity is T1069 – Permission Groups Discovery, supported by T1087 (Account Discovery), T1482 (Domain Trust Discovery), and T1018 (Remote System Discovery).

When to Use

• During an authorized internal penetration test or red-team engagement after obtaining any domain foothold or Entra credentials
• When you need to prioritize escalation routes from owned principals to Tier-0 assets (Domain Admins, Global Administrator)
• When assessing hybrid identity risk where on-prem AD is synced to Entra ID
• During purple-team exercises to validate that detections fire on collection and on path-execution steps
• When producing attack-path evidence and remediation guidance for a defensive client

Prerequisites

• Authorized scope covering AD/Entra reconnaissance
• A foothold: any valid domain user (for SharpHound) and/or valid Entra credentials or a token (for AzureHound)
• Docker + Docker Compose on the analysis workstation
• The collectors:

  # Deploy BloodHound CE (pulls Postgres, Neo4j, and the BloodHound API)
  curl -L https://ghst.ly/getbhce -o docker-compose.yml
  docker compose pull
  docker compose up -d
  # Reveal the randomly generated initial admin password
  docker compose logs bloodhound | grep -i "Initial Password"
  
  # AzureHound (download the release binary for your OS from the GitHub releases page)
  #   https://github.com/SpecterOps/AzureHound/releases
  chmod +x ./azurehound
  
  # SharpHound CE collector: download SharpHound.zip from the BloodHound CE
  # web UI (Administration -> Download Collectors), transfer to a domain-joined host.
  

Objectives

• Deploy BloodHound CE and authenticate to the web UI and API
• Collect AD data with SharpHound and Entra data with AzureHound
• Ingest both datasets and mark compromised principals as Owned
• Run built-in analysis (Shortest Path to Domain Admins, Kerberoastable accounts, ADCS abuse)
• Author custom Cypher queries for bespoke and hybrid attack paths
• Prioritize and document escalation routes for the engagement report

MITRE ATT&CK Mapping

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