BIT-MLFLOW-2024-6838 Uncontrolled Resource Consumption in mlflow/mlflow

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...

Unauthorized Account Access

mlflow is vulnerable to Unauthorized Account Access. The vulnerability is due to improper user account management during the account creation process or lack of a mandatory password requirement, allows accounts to be created without authentication credentials...

Cross-Site Request Forgery (CSRF)

mlflow is vulnerable to Cross-Site Request Forgery CSRF. The vulnerability is due to lack of proper protection mechanisms in the Signup feature, allowing an attacker to craft malicious requests to create an account and perform unauthorized actions...

Relative Path Traversal

mlflow is vulnerable to Relative Path Traversal. The vulnerability is due to improper URL handling due to the dbfs service concatenating URLs directly into the file protocol, allowing arbitrary file reads when the service is mounted to a local directory...

CVE-2025-1473

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

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...

CVE-2024-6838

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...

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...

Weak Password Requirements

Overview mlflow is a platform to streamline machine learning development, including tracking experiments, packaging code into reproducible runs, and sharing and deploying models. Affected versions of this package are vulnerable to Weak Password Requirements due to the lack of enforcement on...

Cross-site Request Forgery (CSRF)

Overview mlflow is a platform to streamline machine learning development, including tracking experiments, packaging code into reproducible runs, and sharing and deploying models. Affected versions of this package are vulnerable to Cross-site Request Forgery CSRF through the Signup feature. An...

GHSA-969W-GQQR-G6J3 MLflow Cross-Site Request Forgery (CSRF) vulnerability

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...

MLflow has 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...

GHSA-4RJ2-9GCX-5QHX MLflow has 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...

MLflow Cross-Site Request Forgery (CSRF) vulnerability

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...

Allocation of Resources Without Limits or Throttling

Overview mlflow is a platform to streamline machine learning development, including tracking experiments, packaging code into reproducible runs, and sharing and deploying models. Affected versions of this package are vulnerable to Allocation of Resources Without Limits or Throttling in handlers.p...

GHSA-49M6-VRR9-2CQM MLflow Uncontrolled Resource Consumption vulnerability

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...

MLflow Uncontrolled Resource Consumption vulnerability

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...

GHSA-4RQF-8PFM-P36R MLflow has a Local File Read/Path Traversal in dbfs

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...

MLflow has a Local File Read/Path Traversal in dbfs

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...

ado-sfttrainer (>=1.0.1, <=1.8.6), aim-mlflow (>=0.1.0, <=0.2.1) +27 more potentially affected by CVE-2024-6829 via aim (>=3.17.4, <=4.0.3)

aim PYPI version =3.17.4, =1.0.1, =0.1.0, =0.1.0, =0.0.1, =4.46.1, =0.0.1, =0.0.3, =0.0.1, =1.1.5, =0.1.1, =0.22.0, =0.0.1, =0.0.1, =2.0.1, =2.0.7 and more Source cves: CVE-2024-6829 Source advisory: SNYK:PYTHON-AIM-9511135...