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AtlasRepo

AIRecon: Automating Penetration Testing with Self-Hosted LLM and Docker Sandbox

Description and use

AIRecon automates penetration testing with a self-hosted LLM and Kali Linux Docker sandbox, speeding up reconnaissance, analysis, exploitation, and reporting.

Problem

Manual penetration testing is time-consuming and requires expertise to orchestrate reconnaissance, analysis, exploitation, and reporting.

Outcome

AIRecon streamlines the entire penetration testing lifecycle, enabling faster, more consistent assessments with reduced manual effort.

Workflow

  • 1. Configure target scope and credentials
  • 2. Run AIRecon to perform automated reconnaissance
  • 3. LLM analyzes data and identifies potential vulnerabilities
  • 4. Exploitation scripts are executed inside a Kali Linux Docker sandbox
  • 5. Results are compiled into a comprehensive report

Evidence

AIRecon automates penetration testing by running a RECON, ANALYSIS, EXPLOIT, and REPORT pipeline using a self-hosted Ollama LLM and a Kali Linux Docker sandbox.

Source

https://github.com/pikpikcu/airecon

Source

  • Record date: 2026-09-15T19:01:36.521Z