9.8
CRITICAL
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.

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.

Affected Products

The following products are affected by CVE-2023-48022 vulnerability. Even if cvefeed.io is aware of the exact versions of the products that are affected, the information is not represented in the table below.

ID Vendor Product Action
1 Anyscale ray

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)

Updated: 1 week ago
14 stars 0 fork 0 watcher
Born at : Nov. 9, 2024, 6:11 a.m. This repo has been linked 4 different CVEs too.

ShadowRay RCE POC (CVE-2023-48022)

Ruby Python

Updated: 1 month ago
4 stars 1 fork 1 watcher
Born at : March 29, 2024, 9:54 a.m. This repo has been linked 1 different CVEs too.

CVE-2023-48022 exploit modified from Bishop Fox work

Python

Updated: 8 months, 2 weeks ago
2 stars 2 fork 2 watcher
Born at : Jan. 10, 2024, 6:26 a.m. This repo has been linked 1 different CVEs too.

This project aims to provide a central repository for many useful Tsunami Security Scanner plugins.

Java Shell Python HTML Dockerfile Jsonnet

Updated: 1 week, 2 days ago
882 stars 174 fork 174 watcher
Born at : June 4, 2020, 3:19 p.m. This repo has been linked 11 different CVEs too.

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.

  • 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

Published Date: Sep 30, 2024 (2 months, 1 week ago)
  • 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

Published Date: Aug 26, 2024 (3 months, 2 weeks ago)
  • 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

Published Date: Aug 06, 2024 (4 months, 1 week ago)

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.

  • 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]
EPSS is a daily estimate of the probability of exploitation activity being observed over the next 30 days. Following chart shows the EPSS score history of the vulnerability.
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.

62.71 }} -2.50%

score

0.97952

percentile

CVSS31 - Vulnerability Scoring System
Attack Vector
Attack Complexity
Privileges Required
User Interaction
Scope
Confidentiality
Integrity
Availability