Critical severity · published May 25, 2026
CVE-2026-2651
Missing Authorization Validation in mlflow/mlflow
9.0
CVSS
0.3%
EPSS
No
On KEV
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.
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H
Attack vector
Network
Complexity
Low
Privileges
Low
User interaction
Required
Confidentiality
High
Integrity
High
Availability
High
Scope
Changed
Exploitation
Is it being used?
Exploit prediction (EPSS)0.3% · higher than 28% of CVEs
Exploited in the wildNo evidence yet
CISA KEVNot listed
Ransomware campaign useNot known
Affected products
Which versions
ML
mlflow/mlflow · mlflow
before 3.10.0 · source: vendor
ML
Mlflow · Lfprojects
through 3.10.1 · source: NVD
References
NVD
https://nvd.nist.gov/vuln/detail/CVE-2026-2651
CVE.org
https://www.cve.org/CVERecord?id=CVE-2026-2651
Patch
https://github.com/mlflow/mlflow/commit/d7290811d8f3c95366d80109424edc1fb1ad966f
Exploit
https://huntr.com/bounties/65beb119-d3e0-4e03-af2f-fa98f78f83dc
access.redhat.com
https://access.redhat.com/security/cve/CVE-2026-2651
bugzilla.redhat.com
https://bugzilla.redhat.com/show_bug.cgi?id=2481117
security.access.redhat.com
https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-2651.json
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