7.5

CVE-2024-8859: lfprojects mlflow Path Traversal: '\..\filename'

CVSS: 7.5v3.0HighAnalyzed
AliasesGHSA-4rqf-8pfm-p36rBIT-mlflow-2024-8859PYSEC-2026-1638
Published 20-03-2025Last modified 20-03-2025

Vulnerability summary

CVE-2024-8859 is a high (CVSS 7.5) Path Traversal: '\..\filename' vulnerability in lfprojects mlflow. EPSS estimates a 2.77% chance of exploitation in the next 30 days, higher than 86.1% of scored vulnerabilities. 1 public exploit is recorded.

Overall risk
41/100
0100
Medium · default modelHow is this calculated?
CVSS score
7.5/10
010
High · v3.0 (CVE.org)
EPSS score
2.77%
0%100%
Low · +0.05 pp in 30 days
KEVNot listedIn no KEV catalog
RansomwareNone recordedNo known use recorded
Public exploits1reference

Timeline

  1. 20-03-2025
    PublishedVulnerability first disclosed.
  2. 20-03-2025
    Last modifiedVulnerability information updated.

Description

A path traversal vulnerability exists in mlflow/mlflow version 2.15.1. When users configure and use the dbfs service, concatenating the URL directly into the file protocol results in an arbitrary file read vulnerability. This issue occurs because only the path part of the URL is checked, while parts such as query and parameters are not handled. The vulnerability is triggered if the user has configured the dbfs service, and during usage, the service is mounted to a local directory.

CVSS metrics

3 scores · 3 sources · 1 version

EPSS trend

Probability

2.77%

Chance of exploitation in the next 30 days

Percentile

86%

Versus all other CVEs

30-day change

+0.05 pp

From 2.71% on 20-09-2026

20-09-202620-10-2026
EPSS score
2.77%

Known exploited

Compare KEV catalogs

Not in any of the 3 tracked catalogs.

Public exploits

1 found
  • referenceUnverified

    Exploit Reference (huntr.com)

    Maturity: unknown

Weaknesses

CWE · root cause

Affected systems

Lfprojects1 product
Mlflow1 product
PyPI1 product
  • mlflow< 2.17.0rc0

3 vendors · 3 products

References

6 links