AI Agent Penetration Testing: A CISO’s Guide to Scoping and Report Validation
AI Agent Penetration Testing Introduction Artificial Intelligence (AI) agents are becoming an integral part of modern enterprises. From customer support and workflow automation to software development and cybersecurity operations, AI agents are helping organizations improve efficiency and productivity. However, as these systems gain access to sensitive data, enterprise applications, and decision-making processes, they also introduce new security risks. Traditional penetration testing methods are no longer sufficient to evaluate AI-powered systems. AI agents interact with large language models (LLMs), APIs, databases, cloud platforms, and third-party tools, creating a broader and more complex attack surface. For Chief Information Security Officers (CISOs), conducting an effective AI agent penetration test requires careful planning, clearly defined objectives, and a structured approach to reviewing test results. This guide explains how to scope an AI agent penetration test, what se...