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Security Advisories: GSA_kwCzR0hTQS04ZjhxLXEyajctN2oybc4AA8w-
Undefined Behavior in mlflow
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.
Permalink: https://github.com/advisories/GHSA-8f8q-q2j7-7j2mJSON: https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04ZjhxLXEyajctN2oybc4AA8w-
Source: GitHub Advisory Database
Origin: Unspecified
Severity: Moderate
Classification: General
Published: 3 months ago
Updated: 3 months ago
CVSS Score: 5.4
CVSS vector: CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:L/A:L
Identifiers: GHSA-8f8q-q2j7-7j2m, CVE-2024-3099
References:
- https://nvd.nist.gov/vuln/detail/CVE-2024-3099
- https://huntr.com/bounties/8d96374a-ce8d-480e-9cb0-0a7e5165c24a
- https://github.com/advisories/GHSA-8f8q-q2j7-7j2m
Affected Packages
pypi:mlflow
Dependent packages: 360Dependent repositories: 5,089
Downloads: 14,695,634 last month
Affected Version Ranges: < 2.11.3
Fixed in: 2.11.3
All affected 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, 0.9.1, 1.0.0, 1.1.0, 1.2.0, 1.3.0, 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, 1.10.0, 1.11.0, 1.12.0, 1.12.1, 1.13.1, 1.14.0, 1.14.1, 1.15.0, 1.16.0, 1.17.0, 1.18.0, 1.19.0, 1.20.0, 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, 1.30.0, 1.30.1, 2.0.0, 2.0.1, 2.1.0, 2.1.1, 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, 2.10.0, 2.10.1, 2.10.2, 2.11.0, 2.11.1, 2.11.2
All unaffected versions: 2.11.3, 2.11.4, 2.12.0, 2.12.1, 2.12.2, 2.13.0, 2.13.1, 2.13.2, 2.14.0, 2.14.1, 2.14.2, 2.14.3, 2.15.0, 2.15.1, 2.16.0