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. 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.
References
Link Resource
https://huntr.com/bounties/8d96374a-ce8d-480e-9cb0-0a7e5165c24a Exploit Issue Tracking Third Party Advisory
https://huntr.com/bounties/8d96374a-ce8d-480e-9cb0-0a7e5165c24a Exploit Issue Tracking Third Party Advisory
Configurations

Configuration 1 (hide)

cpe:2.3:a:lfprojects:mlflow:-:*:*:*:*:*:*:*

History

21 Nov 2024, 09:28

Type Values Removed Values Added
References () https://huntr.com/bounties/8d96374a-ce8d-480e-9cb0-0a7e5165c24a - Exploit, Issue Tracking, Third Party Advisory () https://huntr.com/bounties/8d96374a-ce8d-480e-9cb0-0a7e5165c24a - Exploit, Issue Tracking, Third Party Advisory

11 Oct 2024, 15:07

Type Values Removed Values Added
First Time Lfprojects
Lfprojects mlflow
References () https://huntr.com/bounties/8d96374a-ce8d-480e-9cb0-0a7e5165c24a - () https://huntr.com/bounties/8d96374a-ce8d-480e-9cb0-0a7e5165c24a - Exploit, Issue Tracking, Third Party Advisory
CWE NVD-CWE-Other
CPE cpe:2.3:a:lfprojects:mlflow:-:*:*:*:*:*:*:*

07 Jun 2024, 14:56

Type Values Removed Values Added
Summary
  • (es) Una vulnerabilidad en mlflow/mlflow versión 2.11.1 permite a los atacantes crear múltiples modelos con el mismo nombre explotando la codificación URL. Esta falla puede provocar una denegación de servicio (DoS), ya que es posible que un usuario autenticado no pueda utilizar el modelo deseado, ya que abrirá un modelo diferente cada vez. Además, un atacante puede aprovechar esta vulnerabilidad para envenenar el modelo de datos creando un modelo con el mismo nombre, lo que podría provocar que un usuario autenticado se convierta en víctima al utilizar el modelo envenenado. El problema surge de una validación inadecuada de los nombres de los modelos, lo que permite la creación de modelos con nombres codificados en URL que se tratan como distintos de sus homólogos decodificados en URL.

06 Jun 2024, 19:15

Type Values Removed Values Added
New CVE

Information

Published : 2024-06-06 19:15

Updated : 2024-11-21 09:28


NVD link : CVE-2024-3099

Mitre link : CVE-2024-3099

CVE.ORG link : CVE-2024-3099


JSON object : View

Products Affected

lfprojects

  • mlflow
CWE
CWE-475

Undefined Behavior for Input to API

NVD-CWE-Other