← Vulnerability feed

Vulnerability record · CVE-2024-3848 · published 16 May 2024

CVE-2024-3848: Lfprojects mlflow path traversal vulnerability

Lfprojects · Mlflow

A path traversal vulnerability exists in mlflow/mlflow version 2.11.0, identified as a bypass for the previously addressed CVE-2023-6909. The vulnerability arises from the application's handling of artifact URLs, where a '#' character can be used to insert a path into the fragment, effectively skipping validation. This allows an attacker to construct a URL that, when processed, ignores the protocol scheme and uses the provided path for filesystem access. As a result, an attacker can read arbitrary files, including sensitive information such as SSH and cloud keys, by exploiting the way the application converts the URL into a filesystem path. The issue stems from insufficient validation of the fragment portion of the URL, leading to arbitrary file read through path traversal.

7.5 CVSS 3.1 High EPSS 43% · top 1.3% CWE-29 · CWE-29CWE-22 · Path traversal
7.5CVSS 3.1 base score
43%EPSS exploitation probability, 30 days
NoNot in CISA KEV
1Affected product versions listed by NVD
4References, 2 tagged exploit
17 Jun 2026Last modified by NVD

Description

A path traversal vulnerability exists in mlflow/mlflow version 2.11.0, identified as a bypass for the previously addressed CVE-2023-6909. The vulnerability arises from the application's handling of artifact URLs, where a '#' character can be used to insert a path into the fragment, effectively skipping validation. This allows an attacker to construct a URL that, when processed, ignores the protocol scheme and uses the provided path for filesystem access. As a result, an attacker can read arbitrary files, including sensitive information such as SSH and cloud keys, by exploiting the way the application converts the URL into a filesystem path. The issue stems from insufficient validation of the fragment portion of the URL, leading to arbitrary file read through path traversal.

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

Affected products

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

References

LinkTags
https://github.com/mlflow/mlflow/commit/f8d51e21523238280ebcfdb378612afd7844eca8 Patch
https://huntr.com/bounties/8d5aadaa-522f-4839-b41b-d7da362dd610 ExploitIssue TrackingThird Party Advisory
https://github.com/mlflow/mlflow/commit/f8d51e21523238280ebcfdb378612afd7844eca8 Patch
https://huntr.com/bounties/8d5aadaa-522f-4839-b41b-d7da362dd610 ExploitIssue TrackingThird Party Advisory

Track CVE-2024-3848 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-2024-3848), CISA KEV, FIRST EPSS (scores of 2026-09-26). This page is refreshed as NVD updates the record.