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-2026-554305.8
HIGHCVE-2026-554298.7
HIGHCVE-2026-550767.4
MEDIUMCVE-2026-342254.3
HIGHCVE-2026-489578.8
HIGHCVE-2026-535188.1
CRITICALCVE-2026-597069.3
MEDIUMCVE-2026-567786.4
MEDIUMCVE-2026-598194.9
MEDIUMCVE-2026-598206.5
HIGHCVE-2026-598217.2
HIGHCVE-2026-598228.2
HIGHCVE-2026-598067.4
HIGHCVE-2026-494718.3
HIGHCVE-2026-592067.1
MEDIUMCVE-2026-592096.5
MEDIUMCVE-2026-592274.3
MEDIUMCVE-2026-592174.3
LOWCVE-2026-592133.5
HIGHCVE-2026-592197.1

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