---
id: 4604
title: "CTEM for AI Systems: How to Apply the 5-Stage Framework to Your AI Attack Surface"
source_domain: hackerone.com
source_url: "https://www.hackerone.com/blog/ctem-for-ai-systems-5-stage-framework"
published_at: "2026-07-10 16:30"
tags: ["ai-security", "ai-governance", "attack-surface", "ctem", "exposure-management", "prompt-injection", "llm", "hackerone"]
phying_url: "https://phying.com/item/4604"
lang: en
---

# CTEM for AI Systems: How to Apply the 5-Stage Framework to Your AI Attack Surface

## Summary

How to extend CTEM's five-stage cycle to AI systems: LLM and agent attack surfaces shift at runtime and most AI weaknesses carry no CVE, so inventory, prioritization and validation must adapt.

## Intelligence Metadata

- **Sources:** hackerone.com
- **Published:** 2026-07-10 16:30
- **Original:** https://www.hackerone.com/blog/ctem-for-ai-systems-5-stage-framework
- **Phying News:** https://phying.com/item/4604