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CVE-2024-47868

21
FAUCET Score

CVE-2024-47868 is a data validation vulnerability in the Gradio Python package, affecting various components like DownloadButton, Chatbot, and ParamViewer. Attackers can bypass input constraints to leak arbitrary files from the server, potentially exposing sensitive data. This high-severity vulnerability (CVSS 7.5) has a network attack vector, low attack complexity, and a high impact on confidentiality. While there is no evidence of active exploitation, public exploit code, or significant community discussion, immediate upgrade to Gradio version 5.0 or later is recommended as there are no known workarounds.

Impacted Technologies

VendorProductVersion(s)CPE
< 5.0.0CPE matchmatch criteria
cpe:2.3:a:gradio_project:gradio:*:*:*:*:*:python:*:*

CVSS Data

CVSS version used by this source: 4.0

6.3MEDIUM

CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:L/VI:N/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X

Attack Vector
NETWORK
Attack Complexity
LOW
Attack Requirements
PRESENT
Privileges Required
NONE
User Interaction
NONE
VS Confidentiality
LOW
VS Integrity
NONE
VS Availability
NONE
SS Confidentiality
NONE
SS Integrity
NONE
SS Availability
NONE
Exploit Maturity
NOT_DEFINED
CvssVersion
4.0

Exploit Intelligence

EPSS Score
0.81%
Probability of exploitation in next 30 days
EPSS Percentile
53.4%
Percentile rank of EPSS score among Peer Group
As of 2026-07-28
Model: v2026.06.15
This CVE's current EPSS score of 0.0081 is in the 29th percentile among its peer group of 51,553 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.0 Reddit, 0.1 Bluesky, 0.1 Mastodon, and 0.4 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

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

Remediation

Patch Available

Vendor Patches (1)

pippatch availablevia ghsa
Product: gradioFixed in: 5.0.0

Vendor Advisories (1)

pipGHSA-4q3c-cj7g-jcwfmedium

Gradio has several components with post-process steps allow arbitrary file leaks

Oct 10, 2024

References

github.com / gradio-app/gradio/security/advisories/GHSA-4q3c-cj7g-jcwf
ExploitThird Party Advisory