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    CVE-2022-24770

    `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.

    Published:Mar 17, 2022
    Last Modified:Apr 23, 2025
    EPS:Mar 17, 2022
    EPSS Score:0.00591
    CVSS Score:8.8

    Affected Products

    Vendor
    Gradio Project
    Product
    Gradio

    Exploits

    No exploit reference

    Common Attack Pattern Enumeration and Classification (CAPEC)

    No CAPEC recorded yet

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    Common Vulnerability Scoring System

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    User Interaction
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    Integrity
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    Availability
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    High