CVE-2023-48022
Anyscale Ray Remote Code Execution Vulnerability
Description
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 Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment
INFO
Published Date :
Nov. 28, 2023, 8:15 a.m.
Last Modified :
Nov. 21, 2024, 8:31 a.m.
Source :
[email protected]
Remotely Exploitable :
Yes !
Impact Score :
5.9
Exploitability Score :
3.9
Public PoC/Exploit Available at Github
CVE-2023-48022 has a 4 public PoC/Exploit available at Github.
Go to the Public Exploits tab to see the list.
References to Advisories, Solutions, and Tools
Here, you will find a curated list of external links that provide in-depth
information, practical solutions, and valuable tools related to
CVE-2023-48022.
| URL | Resource |
|---|---|
| https://atlas.mitre.org/studies/AML.CS0023 | |
| https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0 | Exploit Third Party Advisory |
| https://docs.ray.io/en/latest/ray-security/index.html | Product Release Notes |
| https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit | |
| https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0 | Exploit Third Party Advisory |
| https://docs.ray.io/en/latest/ray-security/index.html | Product Release Notes |
| https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit | |
| https://www.vicarius.io/vsociety/posts/the-story-of-shadowray-cve-2023-48022 |
We scan GitHub repositories to detect new proof-of-concept exploits. Following list is a collection of public exploits and proof-of-concepts, which have been published on GitHub (sorted by the most recently updated).
A curated list of awesome resources about LLM supply chain security (including papers, security reports and CVEs)
ShadowRay RCE POC (CVE-2023-48022)
Ruby Python
CVE-2023-48022 exploit modified from Bishop Fox work
Python
This project aims to provide a central repository for many useful Tsunami Security Scanner plugins.
Java Shell Python HTML Dockerfile Jsonnet
Results are limited to the first 15 repositories due to potential performance issues.
The following list is the news that have been mention
CVE-2023-48022 vulnerability anywhere in the article.
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Help Net Security
Could APIs be the undoing of AI?
Application programming interfaces (APIs) are essential to how generative AI (GenAI) functions with agents (e.g., calling upon them for data). But the combination of API and LLM issues coupled with ra ... Read more
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The Hacker News
Researchers Identify Over 20 Supply Chain Vulnerabilities in MLOps Platforms
Cybersecurity researchers are warning about the security risks in the machine learning (ML) software supply chain following the discovery of more than 20 vulnerabilities that could be exploited to tar ... Read more
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cloudsecurityalliance.org
Navigating the Shadows: Safeguarding AI Infrastructure Amidst CVE-2023-48022
Originally published by Truyo.We all want to leverage AI, but models are only as good as the data used to train them. Often, training data is comprised of confidential information. How do you balance ... Read more
The following table lists the changes that have been made to the
CVE-2023-48022 vulnerability over time.
Vulnerability history details can be useful for understanding the evolution of a vulnerability, and for identifying the most recent changes that may impact the vulnerability's severity, exploitability, or other characteristics.
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CVE Modified by af854a3a-2127-422b-91ae-364da2661108
Nov. 21, 2024
Action Type Old Value New Value Added Reference https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0 Added Reference https://docs.ray.io/en/latest/ray-security/index.html Added Reference https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit Added Reference https://www.vicarius.io/vsociety/posts/the-story-of-shadowray-cve-2023-48022 -
CVE Modified by [email protected]
Oct. 28, 2024
Action Type Old Value New Value Added Reference MITRE https://atlas.mitre.org/studies/AML.CS0023 [No types assigned] -
CVE Modified by [email protected]
Aug. 02, 2024
Action Type Old Value New Value -
CVE Modified by 134c704f-9b21-4f2e-91b3-4a467353bcc0
Jul. 03, 2024
Action Type Old Value New Value Added CWE CISA-ADP CWE-918 Added CVSS V3.1 CISA-ADP AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H -
CVE Modified by [email protected]
Jun. 12, 2024
Action Type Old Value New Value -
CVE Modified by [email protected]
May. 17, 2024
Action Type Old Value New Value -
CVE Modified by [email protected]
May. 14, 2024
Action Type Old Value New Value -
CVE Modified by [email protected]
Apr. 29, 2024
Action Type Old Value New Value Added Reference MITRE https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit [No types assigned] -
CVE Modified by [email protected]
Apr. 11, 2024
Action Type Old Value New Value -
CVE Modified by [email protected]
Mar. 21, 2024
Action Type Old Value New Value Added Tag MITRE disputed -
Initial Analysis by [email protected]
Dec. 04, 2023
Action Type Old Value New Value Added CVSS V3.1 NIST AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H Changed Reference Type https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0 No Types Assigned https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0 Exploit, Third Party Advisory Changed Reference Type https://docs.ray.io/en/latest/ray-security/index.html No Types Assigned https://docs.ray.io/en/latest/ray-security/index.html Product, Release Notes Added CWE NIST CWE-918 Added CPE Configuration OR *cpe:2.3:a:anyscale:ray:2.6.3:*:*:*:*:*:*:* *cpe:2.3:a:anyscale:ray:2.8.0:*:*:*:*:*:*:* -
CVE Received by [email protected]
Nov. 28, 2023
Action Type Old Value New Value Added Description 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 Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment Added Reference MITRE https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0 [No types assigned] Added Reference MITRE https://docs.ray.io/en/latest/ray-security/index.html [No types assigned]
CWE - Common Weakness Enumeration
While CVE identifies
specific instances of vulnerabilities, CWE categorizes the common flaws or
weaknesses that can lead to vulnerabilities. CVE-2023-48022 is
associated with the following CWEs:
Common Attack Pattern Enumeration and Classification (CAPEC)
Common Attack Pattern Enumeration and Classification
(CAPEC)
stores attack patterns, which are descriptions of the common attributes and
approaches employed by adversaries to exploit the CVE-2023-48022
weaknesses.
Exploit Prediction
EPSS is a daily estimate of the probability of exploitation activity being observed over the next 30 days.
82.77 }} 20.06%
score
0.98649
percentile