Vulnerability Report

CVE-2024-8859

Title: Lfprojects Mlflow Path Traversal / LFI

Arbitrary File Access

Proof Of Concept

No public PoC currently indexed for CVE-2024-8859.

CWE Category CWE-29
Published Date Mar 20, 2025
Modified Date Aug 05, 2025
Exploit Status Not Found
Score 7.5 CVSS v3.0
Exploit Probability (EPSS)
2.41%

Vulnerability Summary

CVE-2024-8859: 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.

Impacted Vendors

L
lfprojects 1

Reference Links

https://github.com/mlflow/mlflow/commit/7791b8cdd595f21b5f179c7b17e4b5eb5cbbe654 https://huntr.com/bounties/2259b88b-a0c6-4c7c-b434-6aacf6056dcb
CVSS v3.0
Source Entity [email protected]
Severity HIGH
7.5
Attack Vector
NETWORK
Complexity
LOW
Privileges
N/A
Interaction
NONE
Confidentiality
N/A
Integrity
N/A
Availability
N/A
Scope
UNCHANGED
RAW VECTOR CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N

Associated Attack Patterns (CAPEC)

Total: Patterns

CVE-2024-8859 Exploits & PoCs (Proof Of Concept)

No public PoCs found in our database for this CVE.

MODIFIED

Vulnerability data or affected products updated.

MODIFIED

Vulnerability data updated via NVD.

PUBLISHED

Vulnerability first announced in NVD.

Attack Vector Matrix

Access Vector NETWORK
Complexity LOW
Privileges N/A
Interaction NONE
CVSS Vector String CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N

Affected Stack

No specific products linked.