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
MEDIUMGHSA-pqh8-p93p-2rx74.3
HIGHGHSA-p7w7-4929-vpj57.5
MEDIUMGHSA-xrmj-5g4g-89874.2
MEDIUMCVE-2026-685855.8
CRITICALCVE-2026-6908410.0
CRITICALCVE-2026-6908510.0
HIGHCVE-2026-69249-
MEDIUMCVE-2026-160564.3
MEDIUMCVE-2026-676186.5
HIGHCVE-2026-704857.1
MEDIUMCVE-2026-704844.3
LOWCVE-2026-704833.1
HIGHCVE-2026-704828.1
MEDIUMCVE-2026-704815.4
MEDIUMGHSA-8gj2-2cvc-6xx7-
HIGHCVE-2026-70474-
HIGHCVE-2026-70472-
UNKNOWNCVE-2026-70471-
MEDIUMCVE-2026-540206.3
MEDIUMCVE-2026-705904.8

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