---
id: 1158
title: "How to Choose the Right AI Testing Approach: AI Penetration Testing, AI Red Teaming, and Beyond"
source_domain: hackerone.com
source_url: "https://www.hackerone.com/blog/ai-testing-approach-penetration-testing-red-teaming"
published_at: "2025-11-25 14:56"
tags: ["ai-security", "pentesting", "red-teaming", "llm", "eu-ai-act", "nist-ai-rmf", "risk-maturity"]
phying_url: "https://phying.com/item/1158"
lang: en
---

# How to Choose the Right AI Testing Approach: AI Penetration Testing, AI Red Teaming, and Beyond

## Summary

A maturity-based framework for AI security testing: add-on LLM pentests for simple AI features, standalone pentests plus red teaming for sensitive-data LLMs, continuous assurance at higher maturity.

## Intelligence Metadata

- **Sources:** hackerone.com
- **Published:** 2025-11-25 14:56
- **Original:** https://www.hackerone.com/blog/ai-testing-approach-penetration-testing-red-teaming
- **Phying News:** https://phying.com/item/1158