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upcomingWave 4 · Autonomous Solutions

AI Infrastructure Penetration Testing Agent

Build an autonomous security testing agent that runs automated vulnerability scans and penetration testing against AI infrastructure, bridging traditional security methodology with modern AI-hosting environments.

securityagentsinfrastructure

Overview

This project builds an AI-powered security testing agent that can be deployed against infrastructure hosting AI services. The agent is capable of pulling down security testing tools and running automated vulnerability scans against target environments, identifying weaknesses in the classic IT infrastructure layer (networks, services, configurations) that supports AI workloads. This bridges traditional penetration testing methodology with modern AI-hosting environments.

Applied Skills

  • Agentic system design for security automation
  • Penetration testing methodology and tooling
  • Infrastructure security assessment for AI-hosting environments
  • Autonomous agent orchestration (tool selection, execution, reporting)

Deliverables

A deployable security testing agent with documentation of its capabilities and findings. Demonstrates the intersection of AI engineering and cybersecurity, a high-demand skill combination for organizations that need to secure their AI infrastructure.