๐Ÿ” CVE Alert

CVE-2026-71211

HIGH 7.7

mlflow: Unvalidated Gateway Secret api_base Enables SSRF via Gateway Proxy Endpoint

CVSS Score
7.7
EPSS Score
0.0%
EPSS Percentile
0th

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 โ€” including read-only accounts โ€” 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.

CWE CWE-918
Vendor mlflow
Product mlflow
Published Aug 5, 2026
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CVSS v3 Breakdown

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:L/A:N
Attack Vector
Attack Complexity
Privileges Required
User Interaction
Scope
Confidentiality
Integrity
Availability

Affected Versions

mlflow / mlflow
0 โ‰ค 3.14.0

References

NVD โ†— CVE.org โ†— EPSS Data โ†—
github.com: https://github.com/mlflow/mlflow/tree/v3.14.0/mlflow

Credits

Abdivasiyev Sunnatillo