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CVE-2026-2651

Missing Authorization Validation in mlflow/mlflow

9.0 CriticalFix available

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.

Attack profile

How easy it is to exploit

Attack vector
Network
Complexity
Low
Privileges needed
Low
User interaction
Required

What an attacker can affect

Confidentiality
High
Integrity
High
Availability
High

Exploit likelihood

0.34%Up 0.3 points since May 25, 2026
90%50%10%1%

What each source reports

CVE List 9.0

Missing Authorization Validation in mlflow/mlflow

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.

Record
CVE-2026-2651
CVSS 3.1
9.0 CriticalCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H
CVSS 3.0
9.0 CriticalCVSS:3.0/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H
Weakness
CWE-862, CWE-1220
Updated
2026-11-02
EUVDEUVD-2026-31642 9.0

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.

Record
EUVD-2026-31642
CVSS 3.1
9.0 CriticalCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H
Updated
2026-11-02
GitHub AdvisoriesGHSA-8c7q-86fq-vvmh 9.0

MLflow allows unauthorized access to multipart upload endpoints when the `--serve-artifacts` mode is enabled

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.

Record
GHSA-8c7q-86fq-vvmh
CVSS 3.0
9.0 CriticalCVSS:3.0/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H
Weakness
CWE-862, CWE-1220
Updated
2026-11-02
NVD 9.0

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.

Record
CVE-2026-2651
CVSS 3.1
9.0 CriticalCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H
CVSS 3.0
9.0 CriticalCVSS:3.0/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H
Weakness
CWE-862, CWE-1220
Updated
2026-11-02
OSV 9.0

Missing Authorization Validation in mlflow/mlflow

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.

Record
CVE-2026-2651
CVSS 3.1
9.0 CriticalCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H
Weakness
CWE-862
Updated
2026-11-02
OSVGHSA-8c7q-86fq-vvmh 9.0

MLflow allows unauthorized access to multipart upload endpoints when the `--serve-artifacts` mode is enabled

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.

Record
GHSA-8c7q-86fq-vvmh
CVSS 3.0
9.0 CriticalCVSS:3.0/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H
Weakness
CWE-1220, CWE-862
Updated
2026-11-02
Show 5 moreShow less
OSVPYSEC-2026-2220 9.0

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.

Record
PYSEC-2026-2220
CVSS 3.1
9.0 CriticalCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H
Updated
2026-11-02
OSVBIT-mlflow-2026-2651 No score

Missing Authorization Validation in mlflow/mlflow

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.

Record
BIT-mlflow-2026-2651
Updated
2026-11-02
OSVCLSA-2026-1783386117 No score

TuxCare security update for mlflow (1 CVE)

TuxCare rebuilt mlflow to address 1 CVE. Fixed in 2.22.4.post5+tuxcare.

Record
CLSA-2026-1783386117
Updated
2026-11-02
OSVCLSA-2026-1787146516 No score

TuxCare security update for mlflow (1 CVE)

TuxCare rebuilt mlflow to address 1 CVE. Fixed in 2.22.4.post7+tuxcare.

Record
CLSA-2026-1787146516
Updated
2026-11-02
OSVCLSA-2026-1788334607 No score

TuxCare security update for mlflow (1 CVE)

TuxCare rebuilt mlflow to address 1 CVE. Fixed in 2.9.1.post8+tuxcare.

Record
CLSA-2026-1788334607
Updated
2026-11-02

Affected products

Affected packages

Affected packages
PackageAffectedFixed
mlflow
PyPI
before 3.10.0
3.10.0
mlflow
Bitnami
before 3.11.1
3.11.1
mlflow
TuxCare:PyPI
2.22.4 up to 2.22.4.post7+tuxcare, plus listed versions
2.22.4.post1+tuxcare2.22.4.post2+tuxcare2.22.4.post3+tuxcare2.22.4.post4+tuxcare2.22.4.post5+tuxcare2.22.4.post6+tuxcare
2.22.4.post7+tuxcare
mlflow
TuxCare:PyPI
2.9.1 up to 2.9.1.post8+tuxcare, plus listed versions
2.9.1.post1+tuxcare2.9.1.post2+tuxcare2.9.1.post3+tuxcare2.9.1.post4+tuxcare2.9.1.post5+tuxcare2.9.1.post6+tuxcare2.9.1.post7+tuxcare
2.9.1.post8+tuxcare
mlflow
PyPI
before 3.10.0, plus listed versions
0.0.10.1.00.2.00.2.10.3.0
Show 45 moreShow less
0.4.00.4.10.4.20.5.00.5.10.5.20.6.00.7.00.8.00.8.10.8.20.9.00.9.0.10.9.11.0.01.1.01.1.1.dev01.10.01.11.01.12.01.12.11.131.13.11.14.01.14.11.15.01.16.01.17.01.18.01.19.01.2.01.20.01.20.11.20.21.21.01.22.01.23.01.23.11.24.01.25.01.25.11.26.01.26.11.27.01.28.0
3.10.0
mlflow
PyPI
before 3.11.0rc0, plus listed versions
0.0.10.1.00.2.00.2.10.3.0
Show 45 moreShow less
0.4.00.4.10.4.20.5.00.5.10.5.20.6.00.7.00.8.00.8.10.8.20.9.00.9.0.10.9.11.0.01.1.01.1.1.dev01.10.01.11.01.12.01.12.11.131.13.11.14.01.14.11.15.01.16.01.17.01.18.01.19.01.2.01.20.01.20.11.20.21.21.01.22.01.23.01.23.11.24.01.25.01.25.11.26.01.26.11.27.01.28.0
3.11.0rc0

History

History
RecordedChangedSources
affected
first indexedCVE List, EUVD, GitHub Advisories, NVD, OSV

Dates are when Every CVE recorded each change. Upstream dates may differ.

In short

CVE-2026-2651 is a critical vulnerability (CVSS 9.0) in Lfprojects Mlflow, published May 25, 2026. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.34%, the 28th percentile. Fixed in mlflow 3.10.0.

References

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