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CVE-2022-24770

29
FAUCET Score

CVE-2022-24770 affects the gradio framework (versions prior to 2.8.11), stemming from improper neutralization of formula elements in CSV files generated by its flagging functionality. This vulnerability, rated 8.8 HIGH, allows an attacker to embed malicious commands within the CSV data. If a user opens such a file with spreadsheet software like Microsoft Excel, these commands can execute, leading to arbitrary code execution on the user's system. There is currently no evidence of active exploitation, publicly available exploit code, or significant community discussion surrounding this CVE.

Impacted Technologies

VendorProductVersion(s)CPE
< 2.8.11CPE matchmatch criteria
cpe:2.3:a:gradio_project:gradio:*:*:*:*:*:python:*:*

CVSS Data

CVSS version used by this source: 3.1

8.8HIGH

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

Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
HIGH
Availability Impact
HIGH
Exploitability Score
2.8
Impact Score
5.9
CvssVersion
3.1

Exploit Intelligence

EPSS Score
1.28%
Probability of exploitation in next 30 days
EPSS Percentile
67.0%
Percentile rank of EPSS score among Peer Group
As of 2026-07-26
Model: v2026.06.15
This CVE's current EPSS score of 0.0128 is in the 66th percentile among its peer group of 14,848 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.1 Reddit, 0.2 Bluesky, 0.1 Mastodon, and 0.2 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.3 InfoSec Media, 0.0 Vendor Blog, and 0.1 Security Researcher mentions.

Remediation

Patch Available

Vendor Patches (2)

github_advisorypatch availablevia nvd_reference
View patch
pippatch availablevia ghsa
Product: gradioFixed in: 2.8.11

Vendor Advisories (1)

pipGHSA-f8xq-q7px-wg8chigh

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

Mar 18, 2022

References

github.com / gradio-app/gradio/commit/80fea89117358ee105973453fdc402398ae20239
PatchThird Party Advisory
github.com / gradio-app/gradio/pull/817
PatchThird Party Advisory
github.com / gradio-app/gradio/security/advisories/GHSA-f8xq-q7px-wg8c
Third Party Advisory