Mlflow Security Vulnerabilities

CVE-2022-0736

Insecure Temporary File in GitHub repository mlflow/mlflow prior to 1.23.1.

CVE-2023-1176

Absolute Path Traversal in GitHub repository mlflow/mlflow prior to 2.2.2.

CVE-2023-1177

Path Traversal: '..\filename' in GitHub repository mlflow/mlflow prior to 2.2.1.

CVE-2023-2356

Relative Path Traversal in GitHub repository mlflow/mlflow prior to 2.3.1.

CVE-2023-2780

Path Traversal: '..\filename' in GitHub repository mlflow/mlflow prior to 2.3.1.

CVE-2023-30172

A directory traversal vulnerability in the /get-artifact API method of the mlflow platform up to v2.0.1 allows attackers to read arbitrary files on the server via the path parameter.

CVE-2023-3765

Absolute Path Traversal in GitHub repository mlflow/mlflow prior to 2.5.0.

CVE-2023-4033

OS Command Injection in GitHub repository mlflow/mlflow prior to 2.6.0.

CVE-2023-43472

An issue in MLFlow versions 2.8.1 and before allows a remote attacker to obtain sensitive information via a crafted request to REST API.

CVE-2023-6014

An attacker is able to arbitrarily create an account in MLflow bypassing any authentication requirment.

CVE-2023-6015

MLflow allowed arbitrary files to be PUT onto the server.

CVE-2023-6018

An attacker can overwrite any file on the server hosting MLflow without any authentication.

CVE-2023-6568

A reflected Cross-Site Scripting (XSS) vulnerability exists in the mlflow/mlflow repository, specifically within the handling of the Content-Type header in POST requests. An attacker can inject malicious JavaScript code into the Content-Type header, which is then improperly reflected back to the us...

CVE-2023-6709

Improper Neutralization of Special Elements Used in a Template Engine in GitHub repository mlflow/mlflow prior to 2.9.2.

CVE-2023-6753

Path Traversal in GitHub repository mlflow/mlflow prior to 2.9.2.

CVE-2023-6831

Path Traversal: '..\filename' in GitHub repository mlflow/mlflow prior to 2.9.2.

CVE-2023-6909

Path Traversal: '..\filename' in GitHub repository mlflow/mlflow prior to 2.9.2.

CVE-2023-6940

with only one user interaction(download a malicious config), attackers can gain full command execution on the victim system.

CVE-2023-6974

A malicious user could use this issue to access internal HTTP(s) servers and in the worst case (ie: aws instance) it could be abuse to get a remote code execution on the victim machine.

CVE-2023-6975

A malicious user could use this issue to get command execution on the vulnerable machine and get access to data & models information.

CVE-2023-6976

This vulnerability is capable of writing arbitrary files into arbitrary locations on the remote filesystem in the context of the server process.

CVE-2023-6977

This vulnerability enables malicious users to read sensitive files on the server.

CVE-2024-1558

A path traversal vulnerability exists in the _create_model_version() function within server/handlers.py of the mlflow/mlflow repository, due to improper validation of the source parameter. Attackers can exploit this vulnerability by crafting a source parameter that bypasses the _validate_non_local_...

CVE-2024-1594

A path traversal vulnerability exists in the mlflow/mlflow repository, specifically within the handling of the artifact_location 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 th...

CVE-2024-2928

A Local File Inclusion (LFI) vulnerability was identified in mlflow/mlflow, specifically in version 2.9.2, which was fixed in version 2.11.3. This vulnerability arises from the application's failure to properly validate URI fragments for directory traversal sequences such as '../'. An attacker can ...

CVE-2024-3099

A vulnerability in mlflow/mlflow version 2.11.1 allows attackers to create multiple models with the same name by exploiting URL encoding. This flaw can lead to Denial of Service (DoS) as an authenticated user might not be able to use the intended model, as it will open a different model each time. ...

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

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 skip...