CVE-2024-47084 Details
Gradio is an open-source Python package designed for quick prototyping. This vulnerability is related to **CORS origin validation**, where the Gradio server fails to validate the request origin when a cookie is present. This allows an attacker’s website to make unauthorized requests to a local Gradio server. Potentially, attackers can upload files, steal authentication tokens, and access user data if the victim visits a malicious website while logged into Gradio. This impacts users who have deployed Gradio locally and use basic authentication. Users are advised to upgrade to `gradio>4.44` to address this issue. As a workaround, users can manually enforce stricter CORS origin validation by modifying the `CustomCORSMiddleware` class in their local Gradio server code. Specifically, they can bypass the condition that skips CORS validation for requests containing cookies to prevent potential exploitation.
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Exploit prediction scoring system (EPSS) score for CVE-2024-47084
EPSS (Exploit Prediction Scoring System): EPSS predicts the likelihood that a vulnerability will be exploited in the wild. A higher percentage means a greater chance of an exploit occurring. The EPSS model produces a probability score between 0 and 1 (0 and 100%).
0.48 Probability of exploitation activity being observed over the next 30 days (38th percentile)
CVSS score for CVE-2024-47084
CVSS (Common Vulnerability Scoring System): An open framework owned and managed by FIRST.Org, Inc. that assigns a numerical score from 0 to 10 to software vulnerabilities to indicate their severity.
8.3 High
Products affected by CVE-2024-47084
Gradio 3.17.1
Gradio 3.28.3
Gradio 3.32.0
Gradio 3.33.1
Gradio 3.36.1
DVE Score by Bitsight AI
DVE scores complement traditional static scoring systems like CVSS with Bitsight AI powered real-time threat intelligence and underground cyber criminal activity so that security teams can reduce alert fatigue and focus on vulnerabilities most likely to be exploited.
Low
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CVE-2024-47084 Global Footprint

Top 10 Identified Countries

Country Observations Percentage
US 320 38.23%
CN 61 7.29%
JP 39 4.66%
KR 38 4.54%
CA 33 3.94%
IE 32 3.82%
AU 27 3.23%
IN 26 3.11%
DE 25 2.99%
GB 25 2.99%

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CVE-2024-47084 Industry Footprint

Top 10 Identified Industries

*Service provider organizations (typically Technology and Telecommunications) are disproportionally represented in the results given their upstream ownership of end-user infrastructure. See our FAQs.

Industry* Observations Percentage
Technology 739 94.50%
Telecommunications 31 3.96%
Education 8 1.02%
Retail 2 0.26%
Real Estate 1 0.13%
Government/Politics 1 0.13%

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