← Vulnerability feed

Vulnerability record · CVE-2026-0596 · published 31 March 2026

CVE-2026-0596: Lfprojects mlflow os command injection vulnerability

Lfprojects · Mlflow

A command injection vulnerability exists in mlflow/mlflow when serving a model with `enable_mlserver=True`. The `model_uri` is embedded directly into a shell command executed via `bash -c` without proper sanitization. If the `model_uri` contains shell metacharacters, such as `$()` or backticks, it allows for command substitution and execution of attacker-controlled commands. This vulnerability affects the latest version of mlflow/mlflow and can lead to privilege escalation if a higher-privileged service serves models from a directory writable by lower-privileged users.

7.8 CVSS 3.1 High EPSS 1.3% · top 30.1% CWE-78 · OS command injection
7.8CVSS 3.1 base score
1.3%EPSS exploitation probability, 30 days
NoNot in CISA KEV
1Affected product versions listed by NVD
1References, 1 tagged exploit
21 Jul 2026Last modified by NVD

Description

A command injection vulnerability exists in mlflow/mlflow when serving a model with `enable_mlserver=True`. The `model_uri` is embedded directly into a shell command executed via `bash -c` without proper sanitization. If the `model_uri` contains shell metacharacters, such as `$()` or backticks, it allows for command substitution and execution of attacker-controlled commands. This vulnerability affects the latest version of mlflow/mlflow and can lead to privilege escalation if a higher-privileged service serves models from a directory writable by lower-privileged users.

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H

Affected products

1 vulnerable configurations from NVD's CPE data, grouped by vendor and product.

References

Track CVE-2026-0596 inside VULONE

Watch it alongside the ransomware crews, C2 infrastructure and forum chatter that reference it, query it through the API and pull it into your SIEM over TAXII.

Start free Open in platform

Related vulnerabilities

Same products first, then exploited flaws of the same weakness class.

9.3CVE-2026-64849MLflow unauthenticated webhook test endpoint SSRF via redirectMLflow before 3.15.0 validates the webhook URL only on the original request, while the delivery code follows redirects and re-resolves the hostname w…KEVEPSS 9.8%analysed10.0CVE-2025-15379Lfprojects mlflow command injection vulnerabilityA command injection vulnerability exists in MLflow's model serving container initialization code, specifically in the `_install_model_dependencies_to…EPSS 2.4%10.0CVE-2025-15036Lfprojects mlflow path traversal vulnerabilityA path traversal vulnerability exists in the `extract_archive_to_dir` function within the `mlflow/pyfunc/dbconnect_artifact_cache.py` file of the mlf…EPSS 0.58%10.0CVE-2023-3765MLflow absolute path traversal before 2.5.0MLflow versions prior to 2.5.0 contain an absolute path traversal flaw (CWE-36) in the GitHub repository mlflow/mlflow. The vulnerability allows an u…EPSS 68%analysed9.8CVE-2026-0545Lfprojects mlflow missing authentication for critical function vulnerabilityIn mlflow/mlflow, the FastAPI job endpoints under `/ajax-api/3.0/jobs/*` are not protected by authentication or authorization when the `basic-auth` a…EPSS 4.4%9.8CVE-2025-11200Lfprojects mlflow weak password requirements vulnerabilityMLflow Weak Password Requirements Authentication Bypass Vulnerability. This vulnerability allows remote attackers to bypass authentication on affecte…EPSS 1.5%9.8CVE-2025-11201Lfprojects mlflow path traversal vulnerabilityMLflow Tracking Server Model Creation Directory Traversal Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute …EPSS 27%9.8CVE-2023-6974Lfprojects mlflow server-side request forgery (ssrf) vulnerabilityA malicious user could use this issue to access internal HTTP(s) servers and in the worst case (ie: aws instance) it could be abuse to get a remote c…EPSS 1.5%

Source: NIST National Vulnerability Database (record CVE-2026-0596), CISA KEV, FIRST EPSS (scores of 2026-09-26). This page is refreshed as NVD updates the record.