MLflow Security Vulnerabilities

Mlflow is an open source platform for machine learning lifecycles. A security vulnerability exists in MLflow that stems from the discovery of a Local File Inclusion LFI vulnerability...

PT-2024-22849 · Mlflow · Mlflow

Name of the Vulnerable Software and Affected Versions: mlflow/mlflow versions 2.9.2 through 2.11.2 Description: A Local File Inclusion LFI issue was identified, arising from the application's failure to properly validate URI fragments for directory traversal sequences such as '../'. An attacker c...

PT-2024-23711

Name of the Vulnerable Software and Affected Versions mlflow/mlflow version 2.11.1 Description A vulnerability in mlflow/mlflow 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 ...

Mlflow Security Vulnerabilities

Mlflow is an open source platform for machine learning lifecycles. A security vulnerability exists in Mlflow that stems from the ability to create multiple models with the same name using URL encoding, potentially leading to a denial of service...

CVE-2024-3099: Undefined Behavior for Input to API

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-2024-2928: Path Traversal: '\..\filename'

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-2024-0520: Improper Limitation of a Pathname to a Restricted Directory

A vulnerability in mlflow/mlflow version 8.2.1 allows for remote code execution due to improper neutralization of special elements used in an OS command 'Command Injection' within the mlflow.data.httpdatasetsource.py module. Specifically, when loading a dataset from a source URL with an HTTP...

GHSA-CV6C-7963-WXCG vulnerabilities

Vulnerabilities for packages: mlflow...

GHSA-CWGG-W6MP-W9HG vulnerabilities

Vulnerabilities for packages: mlflow...

GHSA-J8MG-PQC5-X9GJ vulnerabilities

Vulnerabilities for packages: mlflow...

GHSA-WF7F-8FXF-XFXC vulnerabilities

Vulnerabilities for packages: mlflow...

GHSA-J8MG-PQC5-X9GJ MLFlow unsafe deserialization

Deserialization of untrusted data can occur in versions of the MLflow platform running version 2.0.0rc0 or newer, enabling a maliciously uploaded Tensorflow model to run arbitrary code on an end user’s system when interacted with...

GHSA-PQCV-QW2R-R859 vulnerabilities

Vulnerabilities for packages: mlflow...

GHSA-WF7F-8FXF-XFXC MLFlow unsafe deserialization

Deserialization of untrusted data can occur in versions of the MLflow platform running version 0.5.0 or newer, enabling a maliciously uploaded PyTorch model to run arbitrary code on an end user’s system when interacted with...

GHSA-PQCV-QW2R-R859 vulnerabilities

Vulnerabilities for packages: mlflow...

GHSA-PQCV-QW2R-R859 MLFlow improper input validation

Remote Code Execution can occur in versions of the MLflow platform running version 1.11.0 or newer, enabling a maliciously crafted MLproject to execute arbitrary code on an end user’s system when run due to unfiltered input...

GHSA-CWGG-W6MP-W9HG MLFlow unsafe deserialization

Deserialization of untrusted data can occur in versions of the MLflow platform running version 2.5.0 or newer, enabling a maliciously uploaded Langchain AgentExecutor model to run arbitrary code on an end user’s system when interacted with...

MLFlow unsafe deserialization

Deserialization of untrusted data can occur in versions of the MLflow platform running version 0.5.0 or newer, enabling a maliciously uploaded PyTorch model to run arbitrary code on an end user’s system when interacted with...

GHSA-CV6C-7963-WXCG MLFlow unsafe deserialization

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.27.0 or newer, enabling a maliciously crafted Recipe to execute arbitrary code on an end user’s system when run...

MLFlow unsafe deserialization

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.27.0 or newer, enabling a maliciously crafted Recipe to execute arbitrary code on an end user’s system when run...