CVE-2026-2651
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.
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
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 Critical
CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H - CVSS 3.0
- 9.0 Critical
CVSS: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 Critical
CVSS: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 Critical
CVSS: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 Critical
CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H - CVSS 3.0
- 9.0 Critical
CVSS: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 Critical
CVSS: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 Critical
CVSS: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 Critical
CVSS: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
| Package | Affected | Fixed |
|---|---|---|
mlflowPyPI |
before 3.10.0 | 3.10.0 |
mlflowBitnami |
before 3.11.1 | 3.11.1 |
mlflowTuxCare: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 |
mlflowTuxCare: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 |
mlflowPyPI |
before 3.10.0, plus listed versions 0.0.10.1.00.2.00.2.10.3.0 Show 45 moreShow less0.4.00.4.10.4.20.5.00.5.10.5.20.6.00.7.00.8.00.8.10.8.20.9.00.9.0.10.9.11.0.01.1.01.1.1.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 |
mlflowPyPI |
before 3.11.0rc0, plus listed versions 0.0.10.1.00.2.00.2.10.3.0 Show 45 moreShow less0.4.00.4.10.4.20.5.00.5.10.5.20.6.00.7.00.8.00.8.10.8.20.9.00.9.0.10.9.11.0.01.1.01.1.1.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
| Recorded | Changed | Sources |
|---|---|---|
| affected | ||
| first indexed | CVE 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
huntr.com/bounties/65beb119-d3e0-4e03-af2f-fa98f78f83dc
github.com/mlflow/mlflow/commit/d7290811d8f3c95366d80109424edc1fb1ad966f
access.redhat.com/security/cve/CVE-2026-2651
bugzilla.redhat.com/show_bug.cgi?id=2481117
security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-2651.json
nvd.nist.gov/vuln/detail/CVE-2026-2651
Left out here: 246 versions. The JSON record has them.