9.3

CVE-2024-3573: lfprojects mlflow Path Traversal: '\..\filename'

CVSS: 9.3v3.0CriticalAnalyzed
AliasesGHSA-hq88-wg7q-gp4gBIT-mlflow-2024-3573PYSEC-2024-243
Published 16-04-2024Last modified 01-08-2024

Vulnerability summary

CVE-2024-3573 is a critical (CVSS 9.3) Path Traversal: '\..\filename' vulnerability in lfprojects mlflow. EPSS estimates a 0.73% chance of exploitation in the next 30 days, higher than 53.5% of scored vulnerabilities. 1 public exploit is recorded.

Overall risk
70/100
0100
High · default modelHow is this calculated?
CVSS score
9.3/10
010
Critical · v3.0 (CVE.org)
EPSS score
0.73%
0%100%
Low · 0.00 pp in 30 days
KEVNot listedIn no KEV catalog
RansomwareNone recordedNo known use recorded
Public exploits1reference

Timeline

  1. 16-04-2024
    PublishedVulnerability first disclosed.
  2. 01-08-2024
    Last modifiedVulnerability information updated.

Description

mlflow/mlflow is vulnerable to Local File Inclusion (LFI) due to improper parsing of URIs, allowing attackers to bypass checks and read arbitrary files on the system. The issue arises from the 'is_local_uri' function's failure to properly handle URIs with empty or 'file' schemes, leading to the misclassification of URIs as non-local. Attackers can exploit this by crafting malicious model versions with specially crafted 'source' parameters, enabling the reading of sensitive files within at least two directory levels from the server's root.

CVSS metrics

4 scores · 3 sources · 2 versions

EPSS trend

Probability

0.73%

Chance of exploitation in the next 30 days

Percentile

54%

Versus all other CVEs

30-day change

0.00 pp

From 0.73% on 20-09-2026

20-09-202620-10-2026
EPSS score
0.73%

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< 438a450714a3ca06285eeea34bdc6cf79d7f6cbc | < 2.10.0

3 vendors · 3 products

References

6 links