CVE-2024-47084Network attack vector

Cross-site request forgery via cookie-skipped origin validation

Published Oct 10, 2024 · Updated Oct 11, 2024

Cross-site request forgery in Gradio before 4.44.0 allows remote attackers to issue unauthorized requests through a victim's browser. CustomCORSMiddleware skips Origin validation whenever a request carries a cookie, admitting attacker-controlled cross-origin traffic. Exploitation requires a victim logged in with basic authentication to visit a malicious site and can expose tokens or user data and upload files.

CVSS severity8.7
High
EPSS probability0.50%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Cross-site request forgery in Gradio before 4.44.0 allows remote attackers to issue unauthorized requests through a victim's browser. CustomCORSMiddleware skips Origin validation whenever a request carries a cookie, admitting attacker-controlled cross-origin traffic. Exploitation requires a victim logged in with basic authentication to visit a malicious site and can expose tokens or user data and upload files.

The record

CVE
CVE-2024-47084
Published
Oct 10, 2024
Updated
Oct 11, 2024
Vendor
Gradio
Product
Gradio
Classifications
CWE-346, CWE-285, T1189
Attack vector
network
Privileges
unauthenticated

Timeline

How it unfolded

  1. Oct 10, 2024CVE publishedPublication date reported by the CVE source.
  2. Oct 11, 2024Record updatedLatest update available in the CVE record.

Exploitability

Present is not the same as exploitable

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Is a vulnerable build present?

Compare these published version ranges with your installed build and any vendor patches.

  1. Affected versionversion=0 <4.44
  2. Affected versionversion=< 4.44

What conditions does exploitation require?

Attack vectornetwork
Required privilegesunauthenticated

What is affected?

Gradio · Gradioversion=0 <4.44; version=< 4.44

Published CVSS scores

8.3GitLab Advisory DatabaseCVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:L
8.7GitHub Advisory DatabaseCVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

CVSS describes severity. EPSS estimates exploitation probability.

Attacks

What attackers are doing with it

Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.

Daily unique IPsNo honeypot observations are available for this CVE in the selected window.

No observations available

Sep 10, 2026Sep 16, 2026
Latest reporting daySep 16, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectornetwork
Privilegesunauthenticated
Known exploitationUnconfirmed
Public exploitUnconfirmed

Weakness, pattern, technique

CWE-346Origin Validation Error
CWE-285Improper Authorization
T1189Drive-by Compromise

Public exploit references

No public exploit references are available in this record.

Labels summarize the accepted research assessment. They do not indicate a test against your environment.

Technologies

Your stack

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Your stack

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