9.3
CRITICAL
CVE-2024-3573
mlflow Local File Inclusion Vulnerability
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.

INFO

Published Date :

April 16, 2024, 12:15 a.m.

Last Modified :

Feb. 3, 2025, 3:50 p.m.

Remotely Exploitable :

Yes !

Impact Score :

4.7

Exploitability Score :

3.9
Affected Products

The following products are affected by CVE-2024-3573 vulnerability. Even if cvefeed.io is aware of the exact versions of the products that are affected, the information is not represented in the table below.

ID Vendor Product Action
1 Lfprojects mlflow
References to Advisories, Solutions, and Tools

Here, you will find a curated list of external links that provide in-depth information, practical solutions, and valuable tools related to CVE-2024-3573.

URL Resource
https://github.com/mlflow/mlflow/commit/438a450714a3ca06285eeea34bdc6cf79d7f6cbc Patch
https://huntr.com/bounties/8ea058a7-4ef8-4baf-9198-bc0147fc543c Exploit Issue Tracking Third Party Advisory
https://github.com/mlflow/mlflow/commit/438a450714a3ca06285eeea34bdc6cf79d7f6cbc Patch
https://huntr.com/bounties/8ea058a7-4ef8-4baf-9198-bc0147fc543c Exploit Issue Tracking Third Party Advisory

We scan GitHub repositories to detect new proof-of-concept exploits. Following list is a collection of public exploits and proof-of-concepts, which have been published on GitHub (sorted by the most recently updated).

Results are limited to the first 15 repositories due to potential performance issues.

The following list is the news that have been mention CVE-2024-3573 vulnerability anywhere in the article.

The following table lists the changes that have been made to the CVE-2024-3573 vulnerability over time.

Vulnerability history details can be useful for understanding the evolution of a vulnerability, and for identifying the most recent changes that may impact the vulnerability's severity, exploitability, or other characteristics.

  • Initial Analysis by [email protected]

    Feb. 03, 2025

    Action Type Old Value New Value
    Added CVSS V3.1 NIST AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N
    Added CWE NIST CWE-22
    Added CPE Configuration OR *cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:* versions up to (excluding) 2.10.0
    Changed Reference Type https://github.com/mlflow/mlflow/commit/438a450714a3ca06285eeea34bdc6cf79d7f6cbc No Types Assigned https://github.com/mlflow/mlflow/commit/438a450714a3ca06285eeea34bdc6cf79d7f6cbc Patch
    Changed Reference Type https://github.com/mlflow/mlflow/commit/438a450714a3ca06285eeea34bdc6cf79d7f6cbc No Types Assigned https://github.com/mlflow/mlflow/commit/438a450714a3ca06285eeea34bdc6cf79d7f6cbc Patch
    Changed Reference Type https://huntr.com/bounties/8ea058a7-4ef8-4baf-9198-bc0147fc543c No Types Assigned https://huntr.com/bounties/8ea058a7-4ef8-4baf-9198-bc0147fc543c Exploit, Issue Tracking, Third Party Advisory
    Changed Reference Type https://huntr.com/bounties/8ea058a7-4ef8-4baf-9198-bc0147fc543c No Types Assigned https://huntr.com/bounties/8ea058a7-4ef8-4baf-9198-bc0147fc543c Exploit, Issue Tracking, Third Party Advisory
  • CVE Modified by af854a3a-2127-422b-91ae-364da2661108

    Nov. 21, 2024

    Action Type Old Value New Value
    Added Reference https://github.com/mlflow/mlflow/commit/438a450714a3ca06285eeea34bdc6cf79d7f6cbc
    Added Reference https://huntr.com/bounties/8ea058a7-4ef8-4baf-9198-bc0147fc543c
  • CVE Modified by [email protected]

    May. 14, 2024

    Action Type Old Value New Value
  • CVE Received by [email protected]

    Apr. 16, 2024

    Action Type Old Value New Value
    Added 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.
    Added Reference huntr.dev https://huntr.com/bounties/8ea058a7-4ef8-4baf-9198-bc0147fc543c [No types assigned]
    Added Reference huntr.dev https://github.com/mlflow/mlflow/commit/438a450714a3ca06285eeea34bdc6cf79d7f6cbc [No types assigned]
    Added CWE huntr.dev CWE-29
    Added CVSS V3 huntr.dev AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N
EPSS is a daily estimate of the probability of exploitation activity being observed over the next 30 days. Following chart shows the EPSS score history of the vulnerability.
CWE - Common Weakness Enumeration

While CVE identifies specific instances of vulnerabilities, CWE categorizes the common flaws or weaknesses that can lead to vulnerabilities. CVE-2024-3573 is associated with the following CWEs:

CVSS31 - Vulnerability Scoring System
Attack Vector
Attack Complexity
Privileges Required
User Interaction
Scope
Confidentiality
Integrity
Availability