---
id: 5165
title: "Ethical Considerations in AI-Driven Penetration Testing: A Governance Framework for Security Teams"
source_domain: xbow.com
source_url: "https://xbow.com/blog/ethical-considerations-ai-pentesting"
published_at: "2026-05-22T12:00:00Z"
tags: ["ai-security", "ai-governance", "compliance", "privacy", "ethics", "accountability"]
phying_url: "https://phying.com/item/5165"
lang: en
---

# Ethical Considerations in AI-Driven Penetration Testing: A Governance Framework for Security Teams

## Summary

A governance framework for AI-driven pentesting: explicit authorization and scope, accountability through logs and approvals, privacy controls, and explainability via proof of exploitability.

## Intelligence Metadata

- **Sources:** xbow.com
- **Published:** 2026-05-22T12:00:00Z
- **Original:** https://xbow.com/blog/ethical-considerations-ai-pentesting
- **Phying News:** https://phying.com/item/5165