AI Component

API

AI APIs are the boundary between the application and the model. Self-hosted inference servers (vLLM, Triton, Ollama, TGI) and third-party gateways (LiteLLM, OpenRouter) expose OpenAI-compatible endpoints, and the same web-app vulnerability classes appear here: missing or weak authentication on /v1/chat/completions, broken authorization between tenants, lack of rate limiting that lets an attacker drain quota or burn GPU time, and overly permissive CORS that leaks API keys from browser-side calls. The blast radius is unusual: a single auth-bypass on an inference endpoint exposes both data and compute, and in the case of paid hosted models, directly costs money. We have seen production CVEs across most popular self-hosted servers in the last 18 months. Defenses: require auth on every endpoint, per-tenant rate limits, separate key scopes for read vs admin, and pin server versions aggressively.

948
Total CVEs
48
Pages
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Current
SeverityCVECVSS
MEDIUMCVE-2026-356705.9
MEDIUMCVE-2026-52816-
LOWCVE-2026-55542-
HIGHCVE-2026-75748.7
UNKNOWNCVE-2026-50709-
MEDIUMCVE-2026-540336.5
HIGHCVE-2026-554777.2
MEDIUMCVE-2026-11703-
CRITICALCVE-2025-713349.8
MEDIUMCVE-2026-96996.8
HIGHCVE-2026-134848.8
MEDIUMCVE-2026-498355.9
HIGHCVE-2026-101298.5
CRITICALCVE-2026-101409.6
CRITICALCVE-2026-78749.1
UNKNOWNCVE-2026-56277-
MEDIUMCVE-2026-563995.0
CRITICALCVE-2026-235379.1
MEDIUMCVE-2026-490884.4
HIGHCVE-2026-81478.1

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