Ray Vulnerabilities

pip MLOps

AI Threat Alert tracks 13 known vulnerabilities in Ray, 6 rated critical — an AI/ML mlops in the pip ecosystem. Each CVE includes CVSS severity, EPSS exploit probability, patch status, and CISO-grade analysis.

Data sources
64
Risk Score
13
Total CVEs
6
Critical
pip
Ecosystem
Jul 1, 2026
Last CVE
77%
Patch Rate
141d
Avg Time to Patch
43,035 stars 7,740 forks 3,474 issues 873 dependents Last push Jun 27, 2026
View on GitHub
OpenSSF Scorecard 5.8/10

Known Vulnerabilities (13 total, page 1 of 1)

Frequently asked questions

What is Ray?

Ray is an AI/ML mlops tracked by AI Threat Alert for security vulnerabilities in the pip ecosystem.

How many known vulnerabilities does Ray have?

Ray has 13 known CVEs, 6 of them critical, tracked from NVD and GitHub Advisory.

Which ecosystem is Ray distributed in?

Ray is distributed via the pip ecosystem and categorized as mlops.

Where does the Ray vulnerability data come from?

Vulnerability data is sourced from NVD and GitHub Advisory, enriched with CVSS, EPSS, exploit signals, and patch status for each CVE.

How do I assess the risk of Ray?

Review each CVE below — every entry shows CVSS severity, EPSS exploit probability, exploitation signals, and whether a patched version is available.

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