ShadowRay-RCE-PoC-CVE-2023-48022

PoC for a remote command execution vulnerability in Ray framework CVE-2023-48022 This exploit script and PoC are written for an in-depth CVE analysis on vsociety. The Ray framework, an essential tool for Python-based AI and machine learning applications, has encountered a significant security...

Anyscale Ray - Remote Code Execution

Anyscale Ray 2.6.3 and 2.8.0 contain a remote code execution vulnerability due to insecure job submission API, allowing attackers to execute arbitrary code remotely if they have network access to the Ray Dashboard API. id: CVE-2023-48022 info: name: Anyscale Ray - Remote Code Execution author:...

deepnlpf (>=0.0.18, <=0.0.20) potentially affected by CVE-2023-48022 via ray (1.11.0)

ray PYPI version 1.11.0 is affected by a known vulnerability. The following packages have a transitive dependency on ray and may be impacted: - deepnlpf =0.0.18, =0.0.20 Source cves: CVE-2023-48022 Source advisory: OSV:PYSEC-2026-517...

aisfx (0.0.0) potentially affected by CVE-2023-48022 via ray (1.7.0)

ray PYPI version 1.7.0 is affected by a known vulnerability. The following packages have a transitive dependency on ray and may be impacted: - aisfx 0.0.0 Source cves: CVE-2023-48022 Source advisory: OSV:PYSEC-2026-517...

pydgn (>=0.5.0, <=1.2.6), raylab (0.16.0) potentially affected by CVE-2023-48022 via ray (1.5.2)

ray PYPI version 1.5.2 is affected by a known vulnerability. The following packages have a transitive dependency on ray and may be impacted: - pydgn =0.5.0, =1.2.6 - raylab 0.16.0 Source cves: CVE-2023-48022 Source advisory: OSV:PYSEC-2026-517...

autogluon (>=0.3.2b20220126, <=0.4.1b20220317), gen2-connector (>=1.0.0b48, <=1.0.0b56) +2 more potentially affected by CVE-2023-48022 via ray (1.8.0)

ray PYPI version 1.8.0 is affected by a known vulnerability. The following packages have a transitive dependency on ray and may be impacted: - autogluon =0.3.2b20220126, =1.0.0b48, =0.0.7.post1, =0.1.0b0, =0.1.3 Source cves: CVE-2023-48022 Source advisory: OSV:PYSEC-2026-517...

actorch (>=0.0.3, <=0.0.5), aliby (>=0.1.18, <=0.1.55) +38 more potentially affected by CVE-2023-48022 via ray (1.13.0)

ray PYPI version 1.13.0 is affected by a known vulnerability. The following packages have a transitive dependency on ray and may be impacted: - actorch =0.0.3, =0.1.18, =0.1.11, =0.1.3, =0.4.3b20220618, =0.4.3b20220618, =0.4.3b20220618, =0.0.14, =11.1.0, =0.1.0, =0.2.0, =0.0.1, =0.0.9, =0.1.3 and...

modin (>=0.1.0, <=0.1.1) potentially affected by CVE-2023-48022 via ray (0.5.0)

ray PYPI version 0.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on ray and may be impacted: - modin =0.1.0, =0.1.1 Source cves: CVE-2023-48022 Source advisory: OSV:PYSEC-2026-517...

autogluon (>=0.3.2b20211214, <=0.3.2b20220125), msapy (>=0.0.1, <=1.0.0) potentially affected by CVE-2023-48022 via ray (1.7.1)

ray PYPI version 1.7.1 is affected by a known vulnerability. The following packages have a transitive dependency on ray and may be impacted: - autogluon =0.3.2b20211214, =0.0.1, =1.0.0 Source cves: CVE-2023-48022 Source advisory: OSV:PYSEC-2026-517...

aana (>=0.2.1, <=0.2.4), ablator (>=0.0.1b1, <=0.0.1b3) +416 more potentially affected by CVE-2023-48022 via ray (>=2.0.0, <=2.49.2)

ray PYPI version =2.0.0, =0.2.1, =0.0.1b1, =0.2.0, =1.0.4, =1.3.0, =1.0.1, =1.0.3, =2.0.3, =2.0.3, =1.6.0, =1.4.0, =1.15.2 and more Source cves: CVE-2023-48022 Source advisory: OSV:PYSEC-2026-517...

farm-haystack (>=0.10.0, <=1.0.0), kserve (>=0.7.0rc0, <=0.7.0) potentially affected by CVE-2023-48022 via ray (1.5.0)

ray PYPI version 1.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on ray and may be impacted: - farm-haystack =0.10.0, =0.7.0rc0, =0.7.0 Source cves: CVE-2023-48022 Source advisory: OSV:PYSEC-2026-517...

pyebsdindex (0.1.0rc2) potentially affected by CVE-2023-48022 via ray (1.11.1)

ray PYPI version 1.11.1 is affected by a known vulnerability. The following packages have a transitive dependency on ray and may be impacted: - pyebsdindex 0.1.0rc2 Source cves: CVE-2023-48022 Source advisory: OSV:PYSEC-2026-517...

encdecmeta (0.0.3), nevopy (>=0.0.1, <=0.2.3) potentially affected by CVE-2023-48022 via ray (1.1.0)

ray PYPI version 1.1.0 is affected by a known vulnerability. The following packages have a transitive dependency on ray and may be impacted: - encdecmeta 0.0.3 - nevopy =0.0.1, =0.2.3 Source cves: CVE-2023-48022 Source advisory: OSV:PYSEC-2026-517...

CVE-2023-48022 vulnerabilities

Vulnerabilities for packages: py3-vllm-cuda-12.4...

ShadowRay 2.0 Exploits Unpatched Ray Flaw to Build Self-Spreading GPU Cryptomining Botnet

Oligo Security has warned of ongoing attacks exploiting a two-year-old security flaw in the Ray open-source artificial intelligence AI framework to turn infected clusters with NVIDIA GPUs into a self-replicating cryptocurrency mining botnet. The activity, codenamed ShadowRay 2.0 , is an evolution...

CVE-2023-48022

A flaw was found in ray. The job submission API allows a remote attacker to execute arbitrary code due to insufficient input validation. An unauthenticated attacker can trigger this vulnerability by sending a malicious job submission request. Successful exploitation results in arbitrary code...

Ray Agent Job Remote Code Execution

This module requires Metasploit: https://metasploit.com/download Current source: https://github.com/rapid7/metasploit-framework class MetasploitModule 'Ray Agent Job RCE', 'Description' = %q RCE in Ray via the agent job submission endpoint. This is intended functionality as Ray's main purpose is...

Ray Dashboard Job RCE (CVE-2023-48022)

Binary data rayCVE-2023-48022.nbin...

Critical Unpatched Ray AI Platform Vulnerability Exploited for Cryptocurrency Mining

Cybersecurity researchers are warning that threat actors are actively exploiting a "disputed" and unpatched vulnerability in an open-source artificial intelligence AI platform called Anyscale Ray to hijack computing power for illicit cryptocurrency mining. "This vulnerability allows attackers to...

VulnCheck KEV: CVE-2023-48022

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. Also...