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CVE-2024-3099

CVE-2024-3099 · Denial of Service and Data Model Poisoning via URL Encoding in mlflow/mlflow

This page contains facts from public vulnerability sources. Check the original advisory before updating.

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. Additionally, an attacker can exploit this vulnerability to perform data model poisoning by creating a model with the same name, potentially causing an authenticated user to become a victim by using the poisoned model. The issue stems from inadequate validation of model names, allowing for the creation of models with URL-encoded names that are treated as distinct from their URL-decoded counterparts.

CVSS 5.4 · Medium · EPSS 0.4% · Fix available

Published
Updated

Stack: python

Affected products and versions

  • mlflow/mlflow

    Versions
    • ≥ unspecified, ≤ latest: Affected (custom)

    No fix published

  • mlflow PyPI

    Versions
    • 0.0.1
    • 0.1.0
    • 0.2.0
    • 0.2.1
    • 0.3.0
    • 0.4.0
    • 0.4.1
    • 0.4.2
    • 0.5.0
    • 0.5.1
    • 0.5.2
    • 0.6.0
    • 0.7.0
    • 0.8.0
    • 0.8.1
    • 0.8.2
    • 0.9.0
    • 0.9.0.1
    • 0.9.1
    • 1.0.0
    • 1.1.0
    • 1.1.1.dev0
    • 1.10.0
    • 1.11.0
    • 1.12.0
    • 1.12.1
    • 1.13
    • 1.13.1
    • 1.14.0
    • 1.14.1
    • 1.15.0
    • 1.16.0
    • 1.17.0
    • 1.18.0
    • 1.19.0
    • 1.2.0
    • 1.20.0
    • 1.20.1
    • 1.20.2
    • 1.21.0
    • 1.22.0
    • 1.23.0
    • 1.23.1
    • 1.24.0
    • 1.25.0
    • 1.25.1
    • 1.26.0
    • 1.26.1
    • 1.27.0
    • 1.28.0
    • 1.29.0
    • 1.3.0
    • 1.30.0
    • 1.30.1
    • 1.4.0
    • 1.5.0
    • 1.6.0
    • 1.7.0
    • 1.7.1
    • 1.7.2
    • 1.8.0
    • 1.9.0
    • 1.9.1
    • 2.0.0
    • 2.0.0rc0
    • 2.0.1
    • 2.1.0
    • 2.1.1
    • 2.10.0
    • 2.10.1
    • 2.10.2
    • 2.11.0
    • 2.11.1
    • 2.11.2
    • 2.2.0
    • 2.2.1
    • 2.2.2
    • 2.3.0
    • 2.3.1
    • 2.3.2
    • 2.4.0
    • 2.4.1
    • 2.4.2
    • 2.5.0
    • 2.6.0
    • 2.7.0
    • 2.7.1
    • 2.8.0
    • 2.8.1
    • 2.9.0
    • 2.9.1
    • 2.9.2
    Affected ranges
    • ECOSYSTEM: < 2.11.3

    Update to 2.11.3

Original sources

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