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Kitploit
Kitploit
•added 2026/10/06 12:19 p.m.•23 views

ShadowRay-RCE-PoC-CVE-2023-48022

Ray框架远程命令执行漏洞PoC CVE-2023-48022 此漏洞利用脚本和PoC是为在vSociety上进行的深入CVE分析而编写。 Ray框架是一个用于Python AI和机器学习应用的重要工具,最近遇到了一个重大的安全挑战。本质上,Ray就像一个瑞士军刀,服务于从事AI和大数据项目的人员。该漏洞被标识为CVE-2023-48022,具体影响作业提交API。官方描述指出,该漏洞允许远程攻击者执行任意代码,对使用这些Ray版本的系统构成重大风险。该漏洞的发现凸显了软件框架中强大安全协议的重要性,特别是那些处理海量数据和计算能力的AI和ML项目。 使用方式 首先,安装Ray: pip...

9.8CVSS7.6AI score0.83942EPSS
SaveExploits6
OSV
OSV
•added 2026/07/01 4:36 p.m.•29 views

CVE-2026-57516 Ray < 2.56.0 Unsafe Deserialization RCE via WebDataset Reader

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 archive to the readwebdataset function. The defaultdecoder function in webdatasetdatasource.py unconditionally calls...

8.6CVSS6.8AI score
SaveExploits0References8
PyPA
PyPA
•added 2026/06/29 11:50 a.m.•27 views

Ray Missing Authorization vulnerability

LFI in Ray's /static/ directory allows attackers to read any file on the server without authentication. The issue is fixed in version 2.8.1+. Ray maintainers response can be found here:...

9.8CVSS7.1AI score0.83942EPSS
SaveExploits22References7Affected Software1
OSV
OSV
•added 2026/06/29 11:50 a.m.•17 views

PYSEC-2026-519 Ray OS Command Injection vulnerability

A command injection exists in Ray's cpuprofile URL parameter allowing attackers to execute os commands on the system running the ray dashboard remotely without authentication...

9.8CVSS7.2AI score0.7463EPSS
SaveExploits11References7
OSV
OSV
•added 2026/05/08 9:46 p.m.•19 views

CVE-2026-41486 Ray: Remote Code Execution via Parquet Arrow Extension Type Deserialization

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.arrowtensor, ray.data.arrowtensorv2, ray.data.arrowvariableshapedtensor globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension type...

8.9CVSS6.5AI score
SaveExploits0References6
CNNVD
CNNVD
•added 2026/05/08 12:00 a.m.•22 views

Ray 代码注入漏洞

Ray is an open-source framework developed by ray-project, designed to extend AI and Python applications. Versions of Ray from 2.54.0 to 2.55.0 contained a code injection vulnerability. This vulnerability occurred when the PyArrow library read Parquet files by invoking arrowextdeserialize, allowin...

8.9CVSS6AI score0.00704EPSS
SaveExploits0References1
CNNVD
CNNVD
•added 2026/03/17 12:00 a.m.•20 views

Ray 路径遍历漏洞

Ray is an open-source framework developed by ray-project, designed to extend AI and Python applications. Versions of Ray prior to 2.8.1 contained a path traversal vulnerability. This vulnerability stemmed from improper validation and cleaning of paths provided by users during the static file...

8.7CVSS7.3AI score0.01027EPSS
SaveExploits1References4
CNNVD
CNNVD
•added 2026/02/21 12:00 a.m.•23 views

Ray 安全漏洞

Ray is an open-source framework developed by ray-project, designed to extend AI and Python applications. Versions of Ray prior to 2.53.0 contain security vulnerabilities. These vulnerabilities stem from the fact that the dashboard’s HTTP server does not cover the DELETE method, and the critical...

6.5CVSS5.8AI score0.00397EPSS
SaveExploits1References4
CNNVD
CNNVD
•added 2025/11/26 12:00 a.m.•18 views

Ray 跨站请求伪造漏洞

Ray is a unified framework for scaling AI and Python applications open-sourced by ray-project. A cross-site request forgery vulnerability exists in versions of Ray prior to 2.52.0, which stems from insufficient protection against browser-based attacks and could lead to remote code execution...

9.4CVSS7.1AI score0.62459EPSS
SaveExploits3References2
The Hacker News
The Hacker News
•added 2025/11/20 5:24 p.m.•14 views

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...

9.8CVSS6.8AI score0.83942EPSS
SaveExploits6
GithubExploit
GithubExploit
•added 2025/10/28 8:04 p.m.•162 views

Exploit for OS Command Injection in Ray_Project Ray

It is an offensive tool for a vulnerable Ray Dashboard. The targ...

9.8CVSS8.3AI score0.7463EPSS
SaveExploits11
CNNVD
CNNVD
•added 2025/03/06 12:00 a.m.•18 views

ray 日志信息泄露漏洞

Ray is a unified framework for scaling AI and Python applications open-sourced by ray-project. A security vulnerability exists in versions of ray prior to 2.43.0 that stems from the insertion of sensitive information into a log file, which could lead to the disclosure of redis passwords...

6.4CVSS6.1AI score0.00196EPSS
SaveExploits0References6
OSV
OSV
•added 2025/02/12 12:32 a.m.•20 views

GHSA-XG2H-7CXJ-3GVH Withdrawn Advisory: Command injection in Ray

Withdrawn Advisory This advisory is a duplicate of GHSA-6wgj-66m2-xxp2 / CVE-2023-48022. Original Description An issue in Anyscale Inc Ray between v.2.9.3 and v.2.40.0 allows a remote attacker to execute arbitrary code via a crafted script...

9.8CVSS7.5AI score
SaveExploits5References3
CNNVD
CNNVD
•added 2025/02/11 12:00 a.m.•13 views

编号撤回

Ray is a unified framework for scaling AI and Python applications open-sourced by ray-project. This CVE number has been withdrawn...

6.6AI score
SaveExploits5References2
CNNVD
CNNVD
•added 2023/11/28 12:00 a.m.•19 views

Ray Code Issues Vulnerabilities

Ray is a unified framework for scaling AI and Python applications open-sourced by ray-project. A code issue vulnerability exists in Ray version 2.6.3, 2.8.0. A remote attacker could exploit this vulnerability to execute arbitrary code via the Job Submission API...

9.8CVSS7.7AI score0.83942EPSS
SaveExploits6References6
CNNVD
CNNVD
•added 2023/11/28 12:00 a.m.•17 views

Ray Security breach

Ray is a unified framework for scaling AI and Python applications open-sourced by ray-project. A security vulnerability exists in Ray version 2.6.3, 2.8.0. An attacker exploited the vulnerability to perform a server-side request forgery attack...

9.1CVSS6.8AI score0.35296EPSS
SaveExploits1References2
CNNVD
CNNVD
•added 2023/11/16 12:00 a.m.•18 views

Ray Path Traversal Vulnerability

Ray is a unified framework for scaling AI and Python applications open-sourced by ray-project. Ray suffers from a path traversal vulnerability that stems from a remote file inclusion LFI vulnerability in the log API endpoint. An attacker can exploit this vulnerability to read any file on the serv...

7.5CVSS6.8AI score0.37076EPSS
SaveExploits1References2
CNNVD
CNNVD
•added 2023/11/16 12:00 a.m.•16 views

Ray Operating System Command Injection Vulnerability

Ray is a unified framework for scaling AI and Python applications open-sourced by ray-project. Ray suffers from an OS command injection vulnerability that stems from a command injection vulnerability in the cpuprofile URL parameter. An attacker can exploit this vulnerability to run the Ray...

9.8CVSS7.9AI score0.7463EPSS
SaveExploits11References4
CNNVD
CNNVD
•added 2023/11/16 12:00 a.m.•15 views

Ray Security breach

Ray is a unified framework for scaling AI and Python applications open-sourced by ray-project. Ray has a security vulnerability that stems from a remote file inclusion LFI vulnerability in the /static/ directory. An attacker can exploit this vulnerability to read any file on the server...

7.5CVSS6.8AI score0.14652EPSS
SaveExploits3References2
Positive Technologies
Positive Technologies
•added 2023/08/25 12:00 a.m.•12 views

PT-2023-8890

Name of the Vulnerable Software and Affected Versions Ray affected versions not specified Description The issue is related to incorrect restriction of a directory path with limited access in the Ray framework for scaling AI and Python applications. This can be exploited by a remote attacker to re...

7.8CVSS7.5AI score0.37076EPSS
SaveExploits1References21
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