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CVE-2022-24770

HIGH
Published 2022-03-17T20:30:19.000Z
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CVSS Score

V3.1
8.8
/10
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Base Score Metrics
Exploitability: N/A Impact: N/A

EPSS Score

v2025.03.14
0.006
probability
of exploitation in the wild

There is a 0.6% chance that this vulnerability will be exploited in the wild within the next 30 days.

Updated: 2025-06-25
Exploit Probability
Percentile: 0.672
Higher than 67.2% of all CVEs

Attack Vector Metrics

Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
REQUIRED
Scope
UNCHANGED

Impact Metrics

Confidentiality
HIGH
Integrity
HIGH
Availability
HIGH

Description

`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.

Available Exploits

No exploits available for this CVE.

Related News

No news articles found for this CVE.

Affected Products

gradio-app

gradio

Affected Versions:

< 2.8.11

GitHub Security Advisories

Community-driven vulnerability intelligence from GitHub

✓ GitHub Reviewed HIGH

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

GHSA-f8xq-q7px-wg8c

Advisory Details

### Impact 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. ### Patches The problem has been patched as of `2.8.11`, which escapes the data saved to the csv with single quotes. ### Workarounds If you are using an older version of `gradio`, don't open csv files generated by `gradio` with Excel or similar spreadsheet programs.

Affected Packages

PyPI gradio
ECOSYSTEM: ≥0 <2.8.11

CVSS Scoring

CVSS Score

7.5

CVSS Vector

CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H

References

WEB https://github.com/gradio-app/gradio/security/advisories/GHSA-f8xq-q7px-wg8c
ADVISORY https://nvd.nist.gov/vuln/detail/CVE-2022-24770
WEB https://github.com/gradio-app/gradio/pull/817
WEB https://github.com/gradio-app/gradio/commit/80fea89117358ee105973453fdc402398ae20239
PACKAGE https://github.com/gradio-app/gradio
WEB https://github.com/pypa/advisory-database/tree/main/vulns/gradio/PYSEC-2022-229.yaml

Advisory provided by GitHub Security Advisory Database. Published: March 18, 2022, Modified: March 18, 2022

References

https://github.com/gradio-app/gradio/security/advisories/GHSA-f8xq-q7px-wg8c
https://github.com/gradio-app/gradio/pull/817
https://github.com/gradio-app/gradio/commit/80fea89117358ee105973453fdc402398ae20239
Published: 2022-03-17T20:30:19.000Z
Last Modified: 2025-04-23T18:46:31.781Z
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