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🐍 PyPI

GHSA-6wgj-66m2-xxp2

CRITICAL

Ray has arbitrary code execution via jobs submission API

Also known asCVE-2023-48022
Published
Nov 28, 2023
Updated
Feb 4, 2026
Affected
1 pkg
Patched
None yet
Exploits
4 known

EPSS Exploitation Probability

via FIRST.org ↗
92.2%probability of exploitation in next 30 days
Very High Risk100th percentile0.00%
90.8%91.5%92.1%92.7%91.3%92.2%Dec 25Apr 26Jun 26

EPSS (Exploit Prediction Scoring System) is a daily probability model maintained by FIRST.org. It estimates the likelihood a CVE will be exploited in production environments within the next 30 days, derived from real-world threat intelligence signals.

Blast Radius

1 pkg affected
🐍ray

Real-time download stats are indexed for npm and PyPI packages. This vulnerability affects PyPI packages — download data is not available via public APIs for these ecosystems.

Description

Anyscale Ray allows a remote attacker to execute arbitrary code via the job submission API. NOTE: the vendor's position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment.

Affected Packages

1 total
EcosystemPackageVulnerable rangeFix
🐍PyPIrayall versionsNo fix
Exploits & PoCs
4

Research use only. For defensive security, authorized penetration testing, and academic research only. Never execute exploit code against systems without explicit written authorization.

Frequently Asked Questions

Anyscale Ray allows a remote attacker to execute arbitrary code via the job submission API. NOTE: the vendor's position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment.
O3 Security · Impact-Aware SCA

Is GHSA-6wgj-66m2-xxp2 in your stack?

O3 detects GHSA-6wgj-66m2-xxp2 across PyPI dependencies and uses function-level reachability to confirm whether the vulnerable code path is actually reachable — not just present. No false positives.