Executive Summary
An attacker used a suspected AI-generated ('vibe-coded') PowerShell script to find the domain controller, map Active Directory users, computers and domains, export files and produce an AD_Report.html.
What Happened
Cybersecurity researchers have flagged an intrusion in which an unknown threat actor leveraged a vibe-coded PowerShell script for Active Directory (AD) enumeration. "The script looked for the Domain Controller (DC) and mapped users, computers, and domains, before creating a directory and exporting out a number of files, and finally creating AD_Report.html to measure the success of the
Affected Products
- Microsoft Active Directory
Vulnerability / Attack Technique
AI-generated reconnaissance script
Technical Mechanism
The script enumerated AD objects and wrote a report, showing signs of being written by an AI assistant.
AI Security Category
AI-assisted attack
Part of the AI-Assisted Attacks topic.
Relevant Frameworks
RealGround Analysis
Attackers use AI to write their tooling quickly. RealGround analysis: detect AD enumeration behaviour rather than specific scripts.
Recommended Controls
- Alert on bulk Active Directory enumeration
- Restrict PowerShell for standard users
Related RealGround Service
AI Agent Business Logic Audit · or start with the free AI Agent Security Scanner.
Sources
thehackernews.com: https://thehackernews.com/2026/07/attacker-uses-suspected-ai-generated.html
Summary and analysis written by RealGround from the source above; last updated 2026-10-18.