PYSEC-2026-2222
Quick fix
PYSEC-2026-2222 — mlflow: upgrade to the fixed version with the command below.
pip install --upgrade 'mlflow>=3.11.0'Details
A vulnerability in mlflow/mlflow versions prior to 3.11.0 allows for the resolution of environment variables in AI Gateway secrets, which can be exploited to exfiltrate sensitive server-side environment credentials to an attacker-controlled endpoint. This issue arises because the `api_key` field in gateway secrets can accept `$ENV_VAR` references, which are resolved against the MLflow server's environment during runtime. The resolved secrets are then sent in provider authentication headers to the configured upstream `api_base`. This vulnerability can be exploited by low-privileged authenticated users in basic-auth deployments or by unauthenticated users in default deployments without `basic-auth`. The impact includes potential leakage of sensitive credentials such as cloud artifact credentials (`AWS_ACCESS_KEY_ID`, `AWS_SECRET_ACCESS_KEY`), which could lead to artifact poisoning and cross-boundary code execution in downstream environments. The issue is fixed in version 3.11.0.
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Affected packages
References
- https://access.redhat.com/security/cve/CVE-2026-4035[WEB]
- https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-4035.json[WEB]
- https://bugzilla.redhat.com/show_bug.cgi?id=2484318[REPORT]
- https://github.com/mlflow/mlflow/commit/4a3f2f720cb4f058c9e0c5b883e0acc9ab64a7f3[FIX]
- https://huntr.com/bounties/f8e591a0-0f19-4910-b82e-16c9956f2233[EVIDENCE]
- https://github.com/advisories/GHSA-g35p-px32-whv6[ADVISORY]