Machine-written summary
Summary written by Claude Haiku from the source advisory. Not reviewed by a person.
Ray versions before 2.52.0 are vulnerable to remote code execution from a web browser. An attacker can use DNS rebinding in Firefox or Safari, triggered when a developer visits a malicious site or ad, to run arbitrary shell commands on the developer's machine through Ray's jobs API. Upgrade to Ray 2.52.0 or later, which also adds an optional token authentication feature.
Not analysed yet
We haven’t published our analysis of this Advisory yet. Once a person has reviewed it, this page will say what’s vulnerable, what has to be true for your app to be affected, and how to check.
Severity and exploitation
| Score | Rating | CVSS | Vector | Source |
|---|---|---|---|---|
| 9.4 | Critical | 4.0 | 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 | CNA (GitHub_M) |
- CISA KEV Listed since 17 Aug 2026: known to be exploited.
- EPSS 0.60, the 99th percentile, on 13 Nov 2026: FIRST’s estimate of the chance of exploitation in the next 30 days.
Timeline
- 31 Oct 2026, 14:11 UTC First seen by agentprime
- 31 Oct 2026, 14:11 UTC Confirmed by OSV
Sources
- GitHub Advisory Database: GHSA-q279-jhrf-cc6v
- OSV: GHSA-q279-jhrf-cc6v
- github.com/ray-project/ray/security/advisories/GHSA-q279-jhrf-cc6v
- nvd.nist.gov/vuln/detail/CVE-2025-62593
- github.com/nccgroup/singularity/pull/68
- github.com/ray-project/ray/commit/70e7c72780bdec075dba6cad1afe0832772bfe09
- docs.ray.io/en/releases-2.51.1/ray-security/index.html
- en.wikipedia.org/wiki/Malvertising
- github.com/ray-project/ray
- github.com/ray-project/ray/blob/e7889ae542bf0188610bc8b06d274cbf53790cbd/python/ray/dashboard/http_server_head.py#L184-L196
- github.com/ray-project/ray/blob/f39a860436dca3ed5b9dfae84bd867ac10c84dc6/python/ray/dashboard/optional_utils.py#L129-L155