NIST deprecates RSA-2048 from 2030. Find every one of them before attackers do.
🐍
🐍 PyPI
Not in CISA KEV
HIGH severity

Improper Neutralization of Formula Elements in a CSV File in Gradio FlaggingGHSA-f8xq-q7px-wg8c

HIGHFix: gradio-app/gradio#817

GHSA-f8xq-q7px-wg8c is a high-severity (CVSS 8.8) CWE-1236 vulnerability in gradio. A fix is available for gradio — see the affected versions and patch details below.

Also known asCVE-2022-24770PYSEC-2022-229
Published
Updated
Affected
1 pkg
Patched
1 / 1
Exploits
None indexed
Exploitation data as of Nov 4, 2026 · OSV.dev, NVD, FIRST.org (EPSS)

Exploitation Status

No confirmed exploitation observed yet

  • A successful exploit gives an attacker total control of the affected component, not partial access.
  • CISA’s own triage has not observed active exploitation or public proof-of-concept code for this CVE as of its last assessment.

Exploitation and automatability from CISA’s SSVC triage for GHSA-f8xq-q7px-wg8c.

EPSS Exploitation Probability

via FIRST.org ↗
1.3%probability of exploitation in next 30 days
Lower Risk0.00%
Lower risk than most CVEs70th percentile — riskier than 70% of all scored CVEsHighest risk
0.09%0.66%1.23%1.80%0.6%1.3%May 26Sep 26Nov 26

Probability of exploitation in the next 30 days, from FIRST.org EPSS.

How urgent is this, really

Where this sits among everything scored

Real-World Exposure

1 pkg affected
🐍gradio

Real-time download stats are indexed for npm and PyPI packages. This vulnerability affects PyPI packages — download data is not available via public APIs for these ecosystems.

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.

Affected Packages

1 total 1 fixed
EcosystemPackageVulnerable rangeFix
🐍PyPIgradioall versions2.8.11pip install --upgrade 'gradio==2.8.11'

Affected Products

1 product · 1 configurations
Application
gradiogradio_project
< 2.8.11
range

Detection & mitigation playbook

Open-source dependency
  1. Detect

    Scan your dependency tree (package-lock.json, pnpm-lock.yaml, requirements.txt, go.sum, etc.) for gradio, including transitive dependencies — a direct dependency you never call can still pull in a vulnerable version.

  2. Fix

    Update gradio to 2.8.11 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms GHSA-f8xq-q7px-wg8c is resolved across your whole dependency graph.

  3. Workarounds

    If you can't upgrade right away: gate or disable the affected feature, validate untrusted input at the boundary, and avoid passing attacker-controlled data into the vulnerable path. O3's runtime protection blocks exploitation in production as an interim safeguard until the upgrade lands.

Frequently Asked Questions

### 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 `gradi
O3 Security · Impact-Aware SCA

Is GHSA-f8xq-q7px-wg8c in your dependencies?

Find it across PyPI, including transitive dependencies.

Improper Neutralization of Formula Elements in a CSV…