Best AI Offensive Security Certifications 2026

Best AI Offensive Security Certifications 2026: OSAI, GOAA & What's Coming

The AI attack surface is real, it’s expanding, and most security teams have no idea how to test it. LLMs are being deployed into production systems that handle customer data, internal tooling, and business logic — with minimal security review. AI agents are being given access to APIs, databases, and external services. RAG pipelines are pulling from internal knowledge bases that nobody has threat-modeled. The gap between “we deployed an AI system” and “we tested an AI system for adversarial risk” is enormous. ...

June 12, 2026 · 12 min · Red Team Guide