CVE-2026-2651: mlflow/mlflow · Missing Authorization
Affects mlflow/mlflowSource CVE Database V5
Not known to be exploited · CVSS 9.0 Critical : upgrade to 3.10.0 as a priority.
Data as of 30 Oct 2026, 11:52 UTC
- EPSS
- 0.3% chance of exploitation in 30 days – higher than 28% of CVEsExploit Prediction Scoring System: the likelihood attackers will use this flaw soon.
- Patch
- Available – fixed in 3.10.0
CVSS:3.0/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:HExploitation evidence
Disclosed: evidence found.
CVE published 25 May 2026
Detectable: no evidence on record.
No public nuclei template indexed
Weaponized: no evidence on record.
No public exploit code indexed in Metasploit or Exploit-DB
Exploited in the wildExploited: no evidence on record.
Not in CISA KEV and no source reports exploitation
Observed by OffSeq MirageSeen by Mirage: no evidence on record.
No attack traffic recorded by OffSeq Mirage sensors
A missing step is not evidence of safety. Sources: cve.org (opens in a new tab), the Metasploit, Exploit-DB and nuclei-templates index as of 30 Oct 2026.
What to do
Upgrade mlflow to 3.10.0.
Affected software
| Product | Affected | Fixed in |
|---|---|---|
| mlflowmlflow/mlflow | Affected
| Fixed in– |
PyPImlflowpkg:pypi/mlflowOther threats | Affected
| Fixed in
|
Check your own hosts for these packages with threat-finder (opens in a new tab), our free open-source scanner.
AI-suggested
Upgrade MLflow to version 3.10.0 or later, where this vulnerability is fixed. Since the vendor advisory confirms the fix in 3.10.0, applying this official update is the recommended remediation. No alternative mitigations or temporary fixes are indicated in the advisory.
Description
A vulnerability in MLflow versions <=3.10.1.dev0 allows unauthorized access to multipart upload (MPU) endpoints when the `--serve-artifacts` mode is enabled. The authorization logic does not enforce resource-level permission checks for `/mlflow-artifacts/mpu/*` endpoints, enabling attackers to overwrite artifacts belonging to other users. This can lead to unauthorized cross-user writes, model supply chain poisoning, and arbitrary code execution when compromised models are loaded. The issue is resolved in version 3.10.0.
References
- huntr.com/bounties/65beb119-d3e0-4e03-af2f-fa98f78f83dc (opens in a new tab)
- github.com/mlflow/mlflow/commit/d7290811d8f3c95366d80109424edc1fb1ad966f (opens in a new tab)
- access.redhat.com/security/cve/CVE-2026-2651 (opens in a new tab)
- bugzilla.redhat.com/show_bug.cgi?id=2481117 (opens in a new tab)
- security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-2651.json (opens in a new tab)