9.8

CVE-2023-6019: ray_project ray OS Command Injection

CVSS: 9.8v3.1CriticalModified
AliasesGHSA-h3xg-wv58-5p43PYSEC-2026-519
Published 16-11-2023Last modified 02-08-2024

Vulnerability summary

CVE-2023-6019 is a critical (CVSS 9.8) OS Command Injection vulnerability in ray_project ray. EPSS estimates a 74.63% chance of exploitation in the next 30 days, higher than 99.4% of scored vulnerabilities. 3 public exploits are recorded.

Overall risk
70/100
0100
High · default modelHow is this calculated?
CVSS score
9.8/10
010
Critical · v3.1 (CVE.org)
EPSS score
74.63%
0%100%
Critical · 0.00 pp in 30 days
KEVNot listedIn no KEV catalog
RansomwareNone recordedNo known use recorded
Public exploits3reference, exploit-database, metasploit

Timeline

  1. 16-11-2023
    PublishedVulnerability first disclosed.
  2. 02-08-2024
    Last modifiedVulnerability information updated.

Description

A command injection existed in Ray's cpu_profile URL parameter allowing attackers to execute os commands on the system running the ray dashboard remotely without authentication. The issue is fixed in version 2.8.1+. Ray maintainers' response can be found here: https://www.anyscale.com/blog/update-on-ray-cves-cve-2023-6019-cve-2023-6020-cve-2023-6021-cve-2023-48022-cve-2023-48023

CVSS metrics

3 scores · 3 sources · 1 version

EPSS trend

Probability

74.63%

Chance of exploitation in the next 30 days

Percentile

99%

Versus all other CVEs

30-day change

0.00 pp

From 74.63% on 20-09-2026

20-09-202620-10-2026
EPSS score
74.63%

Known exploited

Compare KEV catalogs

Not in any of the 3 tracked catalogs.

Public exploits

3 found
  • referenceUnverified

    Exploit Reference (huntr.com)

    Maturity: unknown

  • exploit-databasepythonUnverified

    Ray OS v2.6.3 - Command Injection RCE(Unauthorized)

    Maturity: poc

  • MetasploitMetasploitremoteVerified

    Ray cpu_profile command injection

    exploit/linux/http/ray_cpu_profile_cmd_injection_cve_2023_6019

    Maturity: weaponized

Weaknesses

CWE · root cause

Affected systems

PyPI1 product
  • ray< 2.8.1
Ray_project1 product
Ray-project1 product

3 vendors · 3 products

References

7 links