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AI agent vulnerability · MLflow

CVE-2026-71211: MLflow AI Gateway permits SSRF through an unvalidated api_base

highCVSS 3.1 7.1GHSA-h7x2-h6g9-p789

MLflow's AI Gateway accepts an authconfig.apibase value when creating a gateway secret (mlflow/server/handlers.py, creategatewaysecret) with no validation of scheme, host, or IP range; the value is stored verbatim. The gateway proxy endpoint (mlflow/server/gatewayapi.py, rawproxy) subsequently issues an HTTP request to that stored apibase plus a caller-supplied path and returns the full response body.

Published Aug 5, 2026 · Updated Aug 31, 2026

Affected packages

mlflow

Ecosystem
PyPI
Affected
>= 3.13.0, <= 3.15.2
Fixed in
No patched version yet
Check
pip show mlflow

Advisory details

From the GitHub Advisory Database (CC BY 4.0).

MLflow's AI Gateway accepts an auth_config.api_base value when creating a gateway secret (mlflow/server/handlers.py, _create_gateway_secret) with no validation of scheme, host, or IP range; the value is stored verbatim. The gateway proxy endpoint (mlflow/server/gateway_api.py, raw_proxy) subsequently issues an HTTP request to that stored api_base plus a caller-supplied path and returns the full response body. MLflow's existing SSRF guard, _validate_webhook_url (which blocks non-global and metadata IPs), is never invoked anywhere in this gateway secret/proxy code path. The CreateGatewaySecret action additionally has no entry in the permission-validator map, so it requires only basic authentication rather than any specific scope, meaning any authenticated user — including read-only accounts — can create a secret pointing at an internal address and reach it via the proxy endpoint, potentially exposing cloud-instance IAM credentials via metadata services. This is related to CVE-2026-4035, which addresses a distinct mechanism in the same gateway-secret feature (server-side $ENV_VAR resolution inside the api_key field leaking credentials to the configured upstream); the finding here is an independent missing-validation gap in the api_base destination itself, unaffected by that fix.

References

How this page is made: the data panel comes from the GitHub Advisory Database, CISA’s KEV catalog, the NVD and FIRST EPSS, and updates twice a day. No analysis has been written for this entry yet. Methodology

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