What is the CVSS score of CVE-2022-24770?

CVE-2022-24770 has a CVSS 3.1 base score of 8.8 (High). CVSS vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H. EPSS exploitation probability: 1.2%.

Is there a patch available for CVE-2022-24770?

Yes, a patch is available for CVE-2022-24770. Update the affected software to the latest version immediately.

Gradio CVE-2022-24770

Q: Which versions of Gradio are affected by CVE-2022-24770?

`gradio` is an open source framework for building interactive machine learning models and demos.. A patch is available.

HIGH

Improper Neutralization of Formula Elements in a CSV File (CWE-1236)

2022-03-17 security-advisories@github.com

Information Disclosure Gradio

8.8

CVSS 3.1 · NVD

Severity by source

NVD PRIMARY

8.8 HIGH

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

Primary rating from NVD · only source for this CVE.

CVSS VectorNVD

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

High

Integrity

High

Availability

High

Lifecycle Timeline

CVE Published

Mar 17, 2022 - 21:15 nvd

HIGH 8.8

DescriptionNVD

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.

AnalysisAI

gradio is an open source framework for building interactive machine learning models and demos. Rated high severity (CVSS 8.8), this vulnerability is remotely exploitable, no authentication required, low attack complexity.

Technical ContextAI

This vulnerability is classified under CWE-1236. 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 products include: Gradio Project Gradio. Version information: version 2.8.11.

RemediationAI

A vendor patch is available. Apply the latest security update as soon as possible. Apply vendor patches when available. Implement network segmentation and monitoring as interim mitigations.