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CVE-2024-1728

77
FAUCET Score

CVE-2024-1728 is a high-severity local file inclusion vulnerability affecting gradio-app/gradio, specifically within the UploadButton component. Attackers can exploit improper input validation to read arbitrary files, such as private SSH keys, by manipulating file paths sent to the /queue/join endpoint, potentially leading to remote code execution. This vulnerability has a CVSS score of 7.5 (High) due to its network attack vector and low attack complexity, allowing unauthenticated attackers to achieve high confidentiality impact. While not currently listed in CISA KEV, its high EPSS score (0.88813) indicates a significant likelihood of exploitation, and public Nuclei templates exist, though there is no evidence of active exploitation or widespread community discussion.

Impacted Technologies

VendorProductVersion(s)CPE
>= 4.18.0, < 4.19.2CPE matchmatch criteria
cpe:2.3:a:gradio_project:gradio:*:*:*:*:*:python:*:*

CVSS Data

CVSS version used by this source: 3.0

7.5HIGH

CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N

Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
NONE
Availability Impact
NONE
Exploitability Score
3.9
Impact Score
3.6
CvssVersion
3.0

Exploit Intelligence

EPSS Score
85.39%
Probability of exploitation in next 30 days
EPSS Percentile
99.7%
Percentile rank of EPSS score among Peer Group
As of 2026-07-26
Model: v2026.06.15
Nuclei: CVE-2024-1728 · Jun 15, 2024
This CVE's current EPSS score of 0.8539 is in the 100th percentile among its peer group of 51,485 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 (2)

github_advisorypatch availablevia nvd_reference
View patch
pippatch availablevia ghsa
Product: gradioFixed in: 4.19.2

Vendor Advisories (1)

pipGHSA-m842-4qm8-7gpqcritical

Gradio allows users to access arbitrary files

Sep 25, 2024

References

github.com / gradio-app/gradio/commit/16fbe9cd0cffa9f2a824a0165beb43446114eec7
Patch
huntr.com / bounties/9bb33b71-7995-425d-91cc-2c2a2f2a068a
ExploitThird Party Advisory