Analysis
Why Your CVE Program Misses Most AI Agent Vulnerabilities | Amine Raji, PhD
First reported · Discovered aminrj.com
Page published
Earliest dated coverage: 10 Oct 2026 · First observed: 23 Oct 2026 · Latest dated coverage: 10 Oct 2026
Coverage timeline
Single-source analysis — one report is available.
Why it matters
CVE-only vulnerability management can overlook dangerous AI-agent configurations, making permission, identity, and tool-use reviews necessary even when dependencies are fully patched.
Amine Raji examines why CVE-based vulnerability programs miss AI-agent and MCP risks, citing a Kubernetes-agent review that found excessive permissions, shared identities, model-selected tool targets, and unrestricted data retrieval. The article distinguishes patchable component bugs from deployment and cross-tool risks that require controls beyond software updates.