MLFlow security vulnerabilities

MLflow is an open source platform from MLflow that simplifies machine learning development, including tracking experiments, packaging code into repeatable runs, and sharing and deploying models. A security vulnerability exists in MLflow version 2.18 that stems from the ability for administrators ...

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

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...

CVE-2024-6838: Uncontrolled Resource Consumption

In mlflow/mlflow version v2.13.2, a vulnerability exists that allows the creation or renaming of an experiment with a large number of integers in its name due to the lack of a limit on the experiment name. This can cause the MLflow UI panel to become unresponsive, leading to a potential denial of...

PT-2025-12247

Name of the Vulnerable Software and Affected Versions mlflow/mlflow version 2.15.1 Description A path traversal issue exists when users configure and use the dbfs service. The vulnerability arises from directly concatenating the URL into the file protocol, resulting in an arbitrary file read issu...

PT-2025-12315

Name of the Vulnerable Software and Affected Versions mlflow/mlflow version 2.17.2 Description The /graphql endpoint is vulnerable to a denial of service attack. An attacker can create large batches of queries that repeatedly request all runs from a given experiment, tying up all the workers...

MLFlow security vulnerabilities

MLflow is an open source platform from MLflow that simplifies machine learning development, including tracking experiments, packaging code into repeatable runs, and sharing and deploying models. A security vulnerability exists in MLflow version 2.17.2, which stems from a possible denial-of-servic...

MLFlow Cross-Site Request Forgery Vulnerability

MLflow is an open source platform from MLflow that simplifies machine learning development, including tracking experiments, packaging code into repeatable runs, and sharing and deploying models. A cross-site request forgery vulnerability exists in MLflow versions 2.17.0 through 2.20.1, which stem...

PT-2025-12167

Name of the Vulnerable Software and Affected Versions mlflow/mlflow version v2.13.2 Description A potential denial of service issue exists due to the lack of a limit on the experiment name, allowing the creation or renaming of an experiment with a large number of integers in its name. This can...

MLFlow security vulnerabilities

MLflow is an open source platform from MLflow that simplifies machine learning development, including tracking experiments, packaging code into repeatable runs, and sharing and deploying models. A security vulnerability exists in MLflow version 2.15.1, which stems from a misconfiguration of the...

MLFlow security vulnerabilities

MLflow is an open source platform from MLflow that simplifies machine learning development, including tracking experiments, packaging code into repeatable runs, and sharing and deploying models. A security vulnerability exists in MLflow version v2.13.2, which stems from an unrestricted experiment...

CVE-2025-1474: Weak Password Requirements

In mlflow/mlflow version 2.18, an admin is able to create a new user account without setting a password. This vulnerability could lead to security risks, as accounts without passwords may be susceptible to unauthorized access. Additionally, this issue violates best practices for secure user accou...

CVE-2025-1473: Cross-Site Request Forgery (CSRF)

A Cross-Site Request Forgery CSRF vulnerability exists in the Signup feature of mlflow/mlflow versions 2.17.0 to 2.20.1. This vulnerability allows an attacker to create a new account, which may be used to perform unauthorized actions on behalf of the malicious user...

CVE-2025-0453: Insufficient Resource Pool

In mlflow/mlflow version 2.17.2, the /graphql endpoint is vulnerable to a denial of service attack. An attacker can create large batches of queries that repeatedly request all runs from a given experiment. This can tie up all the workers allocated by MLFlow, rendering the application unable to...

PT-2025-7512

Name of the Vulnerable Software and Affected Versions mlflow/mlflow versions 2.17.0 through 2.20.1 Description A Cross-Site Request Forgery CSRF issue exists in the Signup feature. This allows an attacker to create a new account, which can be used to perform unauthorized actions on behalf of the...

PT-2025-7513

Name of the Vulnerable Software and Affected Versions mlflow/mlflow version 2.18 Description In mlflow/mlflow version 2.18, an admin is able to create a new user account without setting a password. This could lead to security risks, as accounts without passwords may be susceptible to unauthorized...

CVE-2024-3848

A path traversal vulnerability exists in mlflow/mlflow version 2.11.0, identified as a bypass for the previously addressed CVE-2023-6909. The vulnerability arises from the application's handling of artifact URLs, where a '' character can be used to insert a path into the fragment, effectively...

CVE-2024-3573

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 'islocaluri' function's failure to properly handle URIs with empty or 'file' schemes, leading to the...

CVE-2024-1594

A path traversal vulnerability exists in the mlflow/mlflow repository, specifically within the handling of the artifactlocation parameter when creating an experiment. Attackers can exploit this vulnerability by using a fragment component in the artifact location URI to read arbitrary files on the...

CVE-2024-1593

A path traversal vulnerability exists in the mlflow/mlflow repository due to improper handling of URL parameters. By smuggling path traversal sequences using the ';' character in URLs, attackers can manipulate the 'params' portion of the URL to gain unauthorized access to files or directories. Th...

CVE-2024-1483

A path traversal vulnerability exists in mlflow/mlflow version 2.9.2, allowing attackers to access arbitrary files on the server. By crafting a series of HTTP POST requests with specially crafted 'artifactlocation' and 'source' parameters, using a local URI with '' instead of '?', an attacker can...