// For flags

CVE-2022-24770

Improper Neutralization of Formula Elements in a CSV File in Gradio Flagging

Severity Score

8.8
*CVSS v3.1

Exploit Likelihood

*EPSS

Affected Versions

*CPE

Public Exploits

0
*Multiple Sources

Exploited in Wild

-
*KEV

Decision

-
*SSVC
Descriptions

`gradio` is an open source framework for building interactive machine learning models and demos. Prior to version 2.8.11, `gradio` suffers from Improper Neutralization of Formula Elements in a CSV File. The `gradio` library has a flagging functionality which saves input/output data into a CSV file on the developer's computer. This can allow a user to save arbitrary text into the CSV file, such as commands. If a program like MS Excel opens such a file, then it automatically runs these commands, which could lead to arbitrary commands running on the user's computer. The problem has been patched as of `2.8.11`, which escapes the saved csv with single quotes. As a workaround, avoid opening csv files generated by `gradio` with Excel or similar spreadsheet programs.

"gradio" es un marco de trabajo de código abierto para la construcción de modelos y demostraciones interactivas de aprendizaje automático. En versiones anteriores a 2.8.11, "gradio" sufre de una Neutralización Inapropiada de Elementos de Fórmula en un Archivo CSV. La biblioteca "gradio" presenta una funcionalidad de marcado que guarda los datos de entrada/salida en un archivo CSV en el ordenador del desarrollador. Esto puede permitir a un usuario guardar texto arbitrario en el archivo CSV, como por ejemplo, comandos. Si un programa como MS Excel abre dicho archivo, entonces ejecuta automáticamente estos comandos, lo que podría conllevara una ejecución de comandos arbitrarios en el ordenador del usuario. El problema ha sido parcheado a partir de la versión "2.8.11", que escapa del csv guardado con comillas simples. Como medida de mitigación, evite abrir los archivos csv generados por "gradio" con Excel o programas de hojas de cálculo similares

*Credits: N/A
CVSS Scores
Attack Vector
Network
Attack Complexity
Low
Privileges Required
None
User Interaction
Required
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
High
Attack Vector
Network
Attack Complexity
Medium
Authentication
None
Confidentiality
Partial
Integrity
Partial
Availability
Partial
* Common Vulnerability Scoring System
SSVC
  • Decision:-
Exploitation
-
Automatable
-
Tech. Impact
-
* Organization's Worst-case Scenario
Timeline
  • 2022-02-10 CVE Reserved
  • 2022-03-17 CVE Published
  • 2024-08-03 CVE Updated
  • 2024-10-21 EPSS Updated
  • ---------- Exploited in Wild
  • ---------- KEV Due Date
  • ---------- First Exploit
CWE
  • CWE-1236: Improper Neutralization of Formula Elements in a CSV File
CAPEC
Affected Vendors, Products, and Versions
Vendor Product Version Other Status
Vendor Product Version Other Status <-- --> Vendor Product Version Other Status
Gradio Project
Search vendor "Gradio Project"
 Gradio
Search vendor "Gradio Project" for product "Gradio"
 < 2.8.11
Search vendor "Gradio Project" for product "Gradio" and version " < 2.8.11"
python
Affected