Ray
CVE-2025-62593
CRITICAL
Severity by source
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Primary rating from Vendor (github).
CVSS VectorVendor: github
Lifecycle Timeline
4DescriptionCVE.org
Ray is an AI compute engine. Prior to version 2.52.0, developers working with Ray as a development tool can be exploited via a critical RCE vulnerability exploitable via Firefox and Safari. This vulnerability is due to an insufficient guard against browser-based attacks, as the current defense uses the User-Agent header starting with the string "Mozilla" as a defense mechanism. This defense is insufficient as the fetch specification allows the User-Agent header to be modified. Combined with a DNS rebinding attack against the browser, and this vulnerability is exploitable against a developer running Ray who inadvertently visits a malicious website, or is served a malicious advertisement (malvertising). This issue has been patched in version 2.52.0.
AnalysisAI
Ray is an AI compute engine. Rated critical severity (CVSS 9.4), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.
Technical ContextAI
This vulnerability is classified as Code Injection (CWE-94), which allows attackers to inject and execute arbitrary code within the application. Ray is an AI compute engine. Prior to version 2.52.0, developers working with Ray as a development tool can be exploited via a critical RCE vulnerability exploitable via Firefox and Safari. This vulnerability is due to an insufficient guard against browser-based attacks, as the current defense uses the User-Agent header starting with the string "Mozilla" as a defense mechanism. This defense is insufficient as the fetch specification allows the User-Agent header to be modified. Combined with a DNS rebinding attack against the browser, and this vulnerability is exploitable against a developer running Ray who inadvertently visits a malicious website, or is served a malicious advertisement (malvertising). This issue has been patched in version 2.52.0. Version information: version 2.52.0.
RemediationAI
No vendor patch is available at time of analysis. Monitor vendor advisories for updates. Never evaluate user-controlled input as code. Use sandboxing, disable dangerous functions, apply strict input validation.
A command injection existed in Ray's cpu_profile URL parameter allowing attackers to execute os commands on the system r
Anyscale Ray 2.6.3 and 2.8.0 allows /log_proxy SSRF. Rated critical severity (CVSS 9.1), this vulnerability is remotely
Local file disclosure in the Ray Dashboard (default TCP port 8265) of the Ray distributed-computing framework affects al
LFI in Ray's /static/ directory allows attackers to read any file on the server without authentication. Rated high sever
LFI in Ray's log API endpoint allows attackers to read any file on the server without authentication. Rated high severit
Ray dashboard versions 2.53.0 and below lack proper authentication on DELETE endpoints, allowing unauthenticated attacke
Remote code execution in Ray (the distributed compute/ML framework) before version 2.56.0 lets attackers run arbitrary c
Same weakness CWE-94 – Code Injection
View allVendor StatusVendor
Share
External POC / Exploit Code
Leaving vuln.today