7.5
HIGH
CVE-2024-27132
MLflow Template Injection Vulnerability and MLflow Client-Side Remote Code Execution Vulnerability
Description

Insufficient sanitization in MLflow leads to XSS when running an untrusted recipe. This issue leads to a client-side RCE when running an untrusted recipe in Jupyter Notebook. The vulnerability stems from lack of sanitization over template variables.

INFO

Published Date :

Feb. 23, 2024, 10:15 p.m.

Last Modified :

Nov. 21, 2024, 9:03 a.m.

Remotely Exploitable :

Yes !

Impact Score :

5.9

Exploitability Score :

1.6
Public PoC/Exploit Available at Github

CVE-2024-27132 has a 2 public PoC/Exploit available at Github. Go to the Public Exploits tab to see the list.

Affected Products

The following products are affected by CVE-2024-27132 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

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).

None

TypeScript JavaScript Python CSS

Updated: 1 month, 2 weeks ago
0 stars 0 fork 0 watcher
Born at : Oct. 13, 2024, 1:57 p.m. This repo has been linked 1 different CVEs too.

None

JavaScript Python TypeScript CSS

Updated: 3 months ago
3 stars 0 fork 0 watcher
Born at : June 10, 2024, 12:21 p.m. This repo has been linked 1 different CVEs too.

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

The following list is the news that have been mention CVE-2024-27132 vulnerability anywhere in the article.

  • The Hacker News
Researchers Identify Over 20 Supply Chain Vulnerabilities in MLOps Platforms

Cybersecurity researchers are warning about the security risks in the machine learning (ML) software supply chain following the discovery of more than 20 vulnerabilities that could be exploited to tar ... Read more

Published Date: Aug 26, 2024 (3 months, 1 week ago)

The following table lists the changes that have been made to the CVE-2024-27132 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.

  • CVE Modified by af854a3a-2127-422b-91ae-364da2661108

    Nov. 21, 2024

    Action Type Old Value New Value
    Added Reference https://github.com/mlflow/mlflow/pull/10873
    Added Reference https://research.jfrog.com/vulnerabilities/mlflow-untrusted-recipe-xss-jfsa-2024-000631930/
  • CVE Modified by [email protected]

    May. 14, 2024

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

    Feb. 23, 2024

    Action Type Old Value New Value
    Added Description Insufficient sanitization in MLflow leads to XSS when running an untrusted recipe. This issue leads to a client-side RCE when running an untrusted recipe in Jupyter Notebook. The vulnerability stems from lack of sanitization over template variables.
    Added Reference JFrog https://research.jfrog.com/vulnerabilities/mlflow-untrusted-recipe-xss-jfsa-2024-000631930/ [No types assigned]
    Added Reference JFrog https://github.com/mlflow/mlflow/pull/10873 [No types assigned]
    Added CWE JFrog CWE-79
    Added CVSS V3.1 JFrog AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
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-2024-27132 is associated with the following CWEs:

Common Attack Pattern Enumeration and Classification (CAPEC)

Common Attack Pattern Enumeration and Classification (CAPEC) stores attack patterns, which are descriptions of the common attributes and approaches employed by adversaries to exploit the CVE-2024-27132 weaknesses.

CVSS31 - Vulnerability Scoring System
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