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.
CVE-2026-4035
Score 9.1 from GitHub Security Advisory (severity: CRITICAL) published 2026-06-03. NVD baseline CVSS 7.7; sources differ by 1.4.
- High severity, but no confirmed exploitation yet
No vendor fix yet — apply a workaround or compensating control (WAF / firewall / segmentation) and watch for a patch.
- CVSS v3
- 7.7
- EG Score
- 9.1(medium)
- EG Risk
- —
- EPSS
- 35.6%
- KEV
- Not listed
Published
June 3, 2026
Last Modified
July 21, 2026
Advisory Details (2)
Auto-updated Jun 3, 2026huntr - The world’s first bug bounty platform for AI/ML
https://huntr.com/bounties/f8e591a0-0f19-4910-b82e-16c9956f2233commit 4a3f2f720cb4 (mlflow/mlflow)
Fix landed in mlflow/mlflow commit 4a3f2f720cb4 — awaiting tagged release
https://github.com/mlflow/mlflow/commit/4a3f2f720cb4f058c9e0c5b883e0acc9ab64a7f3Vendor Advisories for CVE-2026-4035(1)
These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.
Affected Packages
(1 across 1 ecosystem)
PyPI(1)
| Package | Vulnerable range | Fixed in | Dependents |
|---|---|---|---|
| mlflow | 0.0.1 ... 3.9.0rc0 (175 versions) | 3.11.0 | — |
Weakness Classification(1)
MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.
Data Freshness Timeline
(refreshed 8× in last 7d / 86× in last 30d)
Each row is a source pipeline that fetched or updated this CVE on that date, with what changed. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed it from the CNA feed. Most recent first.
Showing the most recent 100 of 219 total refreshes for this CVE.
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Frequently asked(5)
What is CVE-2026-4035?
When was CVE-2026-4035 disclosed?
Is CVE-2026-4035 actively exploited?
What is the CVSS score of CVE-2026-4035?
How do I remediate CVE-2026-4035?
Dependency Blast Radius
See which npm, PyPI, Go, and Maven packages are affected by CVE-2026-4035
Is Your Infrastructure Affected by CVE-2026-4035?
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