Ray
Vendor:
First CVE: Nov 28, 2023 · Active for 2 years
6
Total CVEs
More Total CVEs than 80% of tracked products
3.0
Avg CVEs / Year
Higher CVE frequency than 76% of tracked products
8.4
Avg CVSS
Higher Avg CVSS than 75% of tracked products
0.0%
KEV Rate
Bottom 1%
Trends Over Time
The number and severity of CVEs published that impact Ray over time
Volume of CVEsAvg CVSS Base Score
First CVE
Nov 28, 2023
2 years ago
Most Recent CVE
Jul 1, 2026
25 days ago
CVE Severity & Scoring
Ray6 CVEs
17%
50%
33%
All CVEs352,719 CVEs
45%
40%
11%
MediumHighCritical
Attack Vector
Local0 (0.0%)
Network6 (100.0%)
Unknown0 (0.0%)
Physical0 (0.0%)
Adjacent Network0 (0.0%)
Attack Complexity
Low6 (100.0%)
High0 (0.0%)
Unknown0 (0.0%)
User Interaction
None4 (66.7%)
Unknown0 (0.0%)
Required2 (33.3%)
Privileges Required
Low0 (0.0%)
High0 (0.0%)
None6 (100.0%)
Unknown0 (0.0%)
Top CVEs
Signals from CVEs in this product scope (6 CVEs).
6 CVEs · Highest risk first
| CVE | Published | CVSS | Risk | KEV | Exploit |
|---|---|---|---|---|---|
CVE-2023-48022CRITICAL Anyscale Ray 2.6.3 and 2.8.0 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 Ra | Nov 28, 2023 | 9.8 | 89 | NO | YES |
CVE-2023-48023CRITICAL Anyscale Ray 2.6.3 and 2.8.0 allows /log_proxy SSRF. NOTE: the vendor's position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for | Nov 28, 2023 | 9.1 | 59 | NO | YES |
CVE-2026-57516HIGH Ray prior to 2.56.0 contains an unsafe deserialization vulnerability in the WebDataset reader that allows attackers to achieve remote code execution by supplying a malicious tar ar | Jul 1, 2026 | 8.8 | 38 | NO | NO |
CVE-2026-41486HIGH Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types (ray.data.arrow_tensor, ray.data.arrow_tensor_v2, ray.dat | May 8, 2026 | 8.8 | 32 | NO | NO |
CVE-2026-32981HIGH A path traversal vulnerability was identified in Ray Dashboard (default port 8265) in Ray versions prior to 2.8.1. Due to improper validation and sanitization of user-supplied path | Mar 17, 2026 | 7.5 | 30 | NO | NO |
CVE-2026-27482MEDIUM Ray is an AI compute engine. In versions 2.53.0 and below, thedashboard HTTP server blocks browser-origin POST/PUT but does not cover DELETE, and key DELETE endpoints are unauthent | Feb 21, 2026 | 6.5 | 23 | NO | NO |
Exploit Exposure
Signals from CVEs in this product scope (6 CVEs).
CISA KEV
0 CVEs
0.0% of CVEs· Bottom 1%
Metasploit
1 CVE
16.7% of CVEs· 97th percentile
Nuclei
2 CVEs
33.3% of CVEs· 98th percentile
ExploitDB
0 CVEs
0.0% of CVEs· Bottom 1%
Social Chatter
Signals from CVEs in this product scope (6 CVEs).
Media Mentions
Signals from CVEs in this product scope (6 CVEs).
Top CNAs Publishing CVEs For Ray
Top CWEs
Versions
| Version | CVE Count | Avg CVSS | Avg EPSS | KEV | Exploits |
|---|---|---|---|---|---|
| 2.8.0 | 2 | 9.4 | 59.5% | 0 | 2 |
| 2.6.3 | 2 | 9.4 | 59.5% | 0 | 2 |
| 2.54.0 | 1 | 8.8 | 0.5% | 0 | 0 |