Active Directory security auditing on a Raspberry Pi.

An AI-accelerated hardware appliance that performs 35+ read-only AD misconfiguration checks and monitors critical changes in real time. No cloud. No licensing fees. Zero attack surface.

View on GitHub Learn more
35+
Security Checks
9
Audit Categories
26 TOPS
AI Acceleration
RM 2.4K
Hardware Cost
What It Does

Two modes. One appliance.

Supernova operates as a self-contained security tool plugged directly into your lab network switch. No agents. No cloud. No admin rights required.

📡

Automated Misconfiguration Audit

Runs 35+ read-only LDAP checks across account policies, Kerberos delegation, ACL hygiene, GPO compliance, certificate services, and endpoint hardening. Every finding comes with a copy-paste PowerShell remediation command.

🛡

Real-Time Change Guard

Continuously monitors critical AD state — Domain Admin membership, DCSync rights, delegation — and fires Discord webhook alerts the moment a dangerous change is detected. No SIEM required.

🤖

AI Risk Scoring

Hailo-8 NPU (26 TOPS) scores every misconfiguration by exploitability and impact, maps findings to MITRE ATT&CK techniques, and prioritises the most critical issues first.

📄

Professional Reports

Generates self-contained HTML reports and machine-parseable JSON. Every finding includes evidence, severity, MITRE ATT&CK reference, and step-by-step remediation.

📡

Read-Only Architecture

Zero write operations to AD. No credential dumping. No exploitation. Service account with Domain User rights only. Hard guarantees enforced in code.

🔌

Air-Gapped Operation

Fully self-contained. No internet connectivity needed during audits. All packages and OS pre-loaded on NVMe SSD. Designed for isolated laboratory environments.

Audit Categories

35+ checks across 9 domains.

Every auditor is read-only. Every finding maps to a specific MITRE ATT&CK technique with a PowerShell fix.

Account Policy
Kerberos Configuration
Privileged Groups
ACL Integrity
GPO Hygiene
Protocol Hardening
Certificate Services
Trust Configuration
Endpoint Security
Hardware Stack

Consumer hardware. Enterprise results.

Everything runs on a Raspberry Pi 5 with 8GB RAM, 256GB NVMe SSD, and an optional Hailo-8 AI accelerator. Total cost: under RM 2,500.

Raspberry Pi 5
8GB RAM, Quad-core ARM Cortex-A76
Hailo-8 NPU
M.2 2242, 26 TOPS AI Accelerator
256GB NVMe SSD
PCIe Gen 3, MakerDisk preloaded
Pironman 5-MAX
Dual M.2, OLED display, active cooling
Team

CBS/08/24B — German-Malaysian Institute

Final Year Project 2026. Supervised by Mohamad Aiman Hanif Apandi.

Luqman Zafree

Project Manager & Lead Developer

Sitee Hajarr

Security Researcher

Anaqie Mikael

Hardware & Infrastructure

Mohamad Aiman Hanif

Supervisor