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8.8
HIGH CVSS 3.1
CVE-2022-24770
Improper Neutralization of Formula Elements in a CSV File in Gradio Flagging
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.

INFO

Published Date :

March 17, 2022, 9:15 p.m.

Last Modified :

Nov. 21, 2024, 6:51 a.m.

Remotely Exploit :

Yes !

Source :

[email protected]
Affected Products

The following products are affected by CVE-2022-24770 vulnerability. Even if cvefeed.io is aware of the exact versions of the products that are affected, the information is not represented in the table below.

ID Vendor Product Action
1 Gradio_project gradio
: Total Affected Vendor : 1 | Products : 1
CVSS Scores
The Common Vulnerability Scoring System is a standardized framework for assessing the severity of vulnerabilities in software and systems. We collect and displays CVSS scores from various sources for each CVE.
Score Version Severity Vector Exploitability Score Impact Score Source
CVSS 2.0 MEDIUM [email protected]
CVSS 3.1 HIGH [email protected]
CVSS 3.1 HIGH [email protected]
References to Advisories, Solutions, and Tools

Here, you will find a curated list of external links that provide in-depth information, practical solutions, and valuable tools related to CVE-2022-24770.

URL Resource
https://github.com/gradio-app/gradio/commit/80fea89117358ee105973453fdc402398ae20239 Patch Third Party Advisory
https://github.com/gradio-app/gradio/pull/817 Patch Third Party Advisory
https://github.com/gradio-app/gradio/security/advisories/GHSA-f8xq-q7px-wg8c Third Party Advisory
https://github.com/gradio-app/gradio/commit/80fea89117358ee105973453fdc402398ae20239 Patch Third Party Advisory
https://github.com/gradio-app/gradio/pull/817 Patch Third Party Advisory
https://github.com/gradio-app/gradio/security/advisories/GHSA-f8xq-q7px-wg8c Third Party Advisory
CWE - Common Weakness Enumeration

While CVE identifies specific instances of vulnerabilities, CWE categorizes the common flaws or weaknesses that can lead to vulnerabilities. CVE-2022-24770 is associated with the following CWEs:

Common Attack Pattern Enumeration and Classification (CAPEC)

Common Attack Pattern Enumeration and Classification (CAPEC) stores attack patterns, which are descriptions of the common attributes and approaches employed by adversaries to exploit the CVE-2022-24770 weaknesses.

We scan GitHub repositories to detect new proof-of-concept exploits. Following list is a collection of public exploits and proof-of-concepts, which have been published on GitHub (sorted by the most recently updated).

Results are limited to the first 15 repositories due to potential performance issues.

The following list is the news that have been mention CVE-2022-24770 vulnerability anywhere in the article.

Results are limited to the first 20 news articles due to potential performance issues.

The following table lists the changes that have been made to the CVE-2022-24770 vulnerability over time.

Vulnerability history details can be useful for understanding the evolution of a vulnerability, and for identifying the most recent changes that may impact the vulnerability's severity, exploitability, or other characteristics.

  • CVE Modified by af854a3a-2127-422b-91ae-364da2661108

    Nov. 21, 2024

    Action Type Old Value New Value
    Added Reference https://github.com/gradio-app/gradio/commit/80fea89117358ee105973453fdc402398ae20239
    Added Reference https://github.com/gradio-app/gradio/pull/817
    Added Reference https://github.com/gradio-app/gradio/security/advisories/GHSA-f8xq-q7px-wg8c
  • CVE Modified by [email protected]

    May. 14, 2024

    Action Type Old Value New Value
  • Initial Analysis by [email protected]

    Mar. 24, 2022

    Action Type Old Value New Value
    Added CVSS V2 Metadata Victim must voluntarily interact with attack mechanism
    Added CVSS V2 NIST (AV:N/AC:M/Au:N/C:P/I:P/A:P)
    Added CVSS V3.1 NIST AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
    Changed Reference Type https://github.com/gradio-app/gradio/commit/80fea89117358ee105973453fdc402398ae20239 No Types Assigned https://github.com/gradio-app/gradio/commit/80fea89117358ee105973453fdc402398ae20239 Patch, Third Party Advisory
    Changed Reference Type https://github.com/gradio-app/gradio/pull/817 No Types Assigned https://github.com/gradio-app/gradio/pull/817 Patch, Third Party Advisory
    Changed Reference Type https://github.com/gradio-app/gradio/security/advisories/GHSA-f8xq-q7px-wg8c No Types Assigned https://github.com/gradio-app/gradio/security/advisories/GHSA-f8xq-q7px-wg8c Third Party Advisory
    Added CPE Configuration OR *cpe:2.3:a:gradio_project:gradio:*:*:*:*:*:python:*:* versions up to (excluding) 2.8.11
EPSS is a daily estimate of the probability of exploitation activity being observed over the next 30 days. Following chart shows the EPSS score history of the vulnerability.
Vulnerability Scoring Details
Base CVSS Score: 8.8
Attack Vector
Attack Complexity
Privileges Required
User Interaction
Scope
Confidentiality Impact
Integrity Impact
Availability Impact
Base CVSS Score: 6.8
Access Vector
Access Complexity
Authentication
Confidentiality Impact
Integrity Impact
Availability Impact
Exploit Prediction

EPSS is a daily estimate of the probability of exploitation activity being observed over the next 30 days.

0.59 }} 0.03%

score

0.68308

percentile