OSS Support Hub / Machine Learning

Python Machine Learning Apache-2.0 Latest: ray-2.55.1

Ray

Unified framework for scaling AI and Python applications

Project Health at a Glance

Live data from GitHub and PyPI, updated daily.

โญ
42.5K+4
GitHub Stars
๐Ÿ“ฆ
ray-2.55.1
Latest Release ยท 23 days ago
๐Ÿ”„
20d
Avg. Release Cadence
๐Ÿ›
3.5K
Open Issues
๐Ÿ“…
Today
Last Commit
๐Ÿ”’
10
Active CVEs

Data last fetched: 2026-05-15

Known Vulnerabilities

10 active CVEs reported via OSV.dev

Ray Path Traversal vulnerability

Published: 2023-11-16 Fixed in: 2.8.1

Ray Missing Authorization vulnerability

Published: 2023-11-16 Fixed in: 2.8.1

Ray has arbitrary code execution via jobs submission API

Published: 2023-11-28 No fix available

Ray's New Token Authentication is Disabled By Default

Published: 2025-11-27 No fix available

Ray OS Command Injection vulnerability

Published: 2023-11-16 Fixed in: 2.8.1

Ray: Remote Code Execution via Parquet Arrow Extension Type Deserialization

Published: 2026-04-24 Fixed in: 2.55.0

Ray is vulnerable to Critical RCE via Safari & Firefox Browsers through DNS Rebinding Attack

Published: 2025-11-26 Fixed in: 2.52.0

Ray dashboard DELETE endpoints allow unauthenticated browser-triggered DoS (Serve shutdown / job deletion)

Published: 2026-02-20 Fixed in: 2.54.0

ray vulnerable to Insertion of Sensitive Information into Log File

Published: 2025-03-06 Fixed in: 2.43.0
PYSEC-2025-23 Unknown

Published: 2025-03-06 Fixed in: 64a2e4010522d60b90c389634f24df77b603d85d

Alternatives to Ray

Other Machine Learning projects in the Python ecosystem worth evaluating.

Support Options for Ray

Enterprise Support via DepKeep

Get SLA-backed support, security patches, and direct access to senior engineers for Ray โ€” without relying on volunteer maintainers.

Talk to an Expert โ†’