A vulnerability in mlflow/mlflow versions 3.9.0 and earlier allows unauthenticated access to certain FastAPI routes when the server is started with authentication enabled (--app-name basic-auth) and served via uvicorn (ASGI). The FastAPI permission middleware only enforces authentication on /gateway/ routes, leaving other routes such as the Job API (/ajax-api/3.0/jobs/*) and the OpenTelemetry trace ingestion API (/v1/traces) unprotected. This allows unauthenticated remote attackers to submit jobs, read job results, cancel running jobs, and inject arbitrary trace data into experiments. The issue arises from an architectural mismatch between Flask and FastAPI authentication mechanisms, where the _find_fastapi_validator() function fails to handle non-/gateway/ paths, resulting in a complete authentication bypass. This vulnerability is fixed in version 3.10.0.
CVE-2026-2652
Score 8.6 from GitHub Security Advisory (severity: HIGH) published 2026-05-15. NVD baseline CVSS 8.6; sources differ by 0.0.
- 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
- 8.6
- EG Score
- 8.6(medium)
- EPSS
- 71.6%
- KEV
- Not listed
Published
May 15, 2026
Last Modified
May 18, 2026
Advisory Details (2)
Auto-updated May 15, 2026huntr - The world’s first bug bounty platform for AI/ML
https://huntr.com/bounties/5aeff5f0-49c7-4180-b5cb-c9a046f16756Add missing authentication for fastapi routes (#20920) · mlflow/mlflow@bb62e77 · GitHub
https://github.com/mlflow/mlflow/commit/bb62e773263c14e9ba4d1a82fe72d0de2442c6aaVendor Advisories for CVE-2026-2652(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 14× in last 7d / 46× 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.
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Publicly available exploits
(1 reference)Working exploit code is in the public domain. Defenders should treat patch urgency accordingly — public PoCs typically lead to mass-exploitation within 24-72 hours.
- Nucleihttp/cves/2026/CVE-2026-2652.yamlFirst seen Jan 1, 2026
MLflow < 3.10.0 - Authentication Bypass on FastAPI Routes
Open source ↗
Frequently asked(5)
What is CVE-2026-2652?
When was CVE-2026-2652 disclosed?
Is CVE-2026-2652 actively exploited?
What is the CVSS score of CVE-2026-2652?
How do I remediate CVE-2026-2652?
Dependency Blast Radius
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