
Catálogo de CVE
CVE-2026-93592
vLLM versions before 0.28.0 fail to validate the lower…
A flaw was found in vLLM. An unauthenticated attacker can exploit an input validation vulnerability by submitting negative token IDs to the /v1/embeddings and /pooling endpoints. This action triggers a CUDA device-side assertion, which poisons the GPU context and causes the engine to crash. Consequently, all subsequent requests will fail until the process is restarted, leading to a Denial of Service (DoS). vllm: vLLM: Denial of Service via negative token ID input Red Hat has evaluated this vulnerability as having an Important severity because an unauthenticated remote attacker can completely disrupt the inference engine with a single payload. In Red Hat OpenShift AI and Red Hat AI Inference Server deployments exposing embedding or pooling models, processing negative token inputs causes an unrecoverable GPU context failure. This fault halts the entire serving process and prevents subsequent client requests from being handled until the container or process is restarted. The CVSS score(s) listed for this vulnerability do not reflect the associated product's status, and are included for informational purposes to better understand the severity of this vulnerability.
- Gravedad
- High · CVSS 8.7
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N/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 - Published
- Updated
- Source
- [NVD] · [CVE record]
- EPSS
- 0.54% · Oct 27, 2026
Reported versions and fixes
Each observation applies to its named package, distribution, and release. Distribution backports can fix a vulnerability while retaining an older upstream version number.
| Distribution / release | Package | Version | Status | Source |
|---|---|---|---|---|
| PyPIRelease not reported | vllm | 0.28.0 | UnknownSource applicability is not established | [PYSEC-2026-3997] |
Provider details and historical evidence
| Distribution / release | Package | Version | Status | Source |
|---|---|---|---|---|
| PyPIRelease not reported | vllm | 0.28.0 | UnknownSource applicability is not established | [PYSEC-2026-3997] |
Original provider fields
{
"package_releases": [],
"fixed_versions": [],
"distribution_packages": [
{
"name": "vllm",
"ranges": [
{
"fixed": "0.28.0",
"introduced": "",
"last_affected": "",
"start_excluding": ""
}
],
"ecosystem": "cpe",
"provider_url": "https://nvd.nist.gov/vuln/detail/CVE-2026-93592",
"fixed_version": "0.28.0",
"provider_source": "nvd",
"provider_record_id": "NVD-CVE-2026-93592",
"provider_updated_at": "2026-09-28T18:37:06.063"
},
{
"name": "vllm",
"ranges": [
{
"type": "ECOSYSTEM",
"events": [
{
"introduced": "0"
},
{
"fixed": "0.28.0"
}
]
}
],
"ecosystem": "PyPI",
"provider_url": "https://osv.dev/vulnerability/PYSEC-2026-3997",
"fixed_version": "0.28.0",
"provider_source": "pypi",
"provider_record_id": "PYSEC-2026-3997",
"provider_updated_at": "2026-09-29T09:00:03.002511196Z",
"applicability_unknown": true
}
]
}OpenFactory catalog packages
La asociación de paquetes está en curso.
Observado:
Referencias
- [https://access.redhat.com/errata/RHSA-2026:84734]
- [https://nvd.nist.gov/vuln/detail/CVE-2026-93592]
- [https://osv.dev/vulnerability/PYSEC-2026-3997]
- [https://wid.cert-bund.de/.well-known/csaf/white/2026/wid-sec-w-2026-3187.json]
[CERT-Bund public advisories] · [FIRST EPSS] · [National Vulnerability Database (NVD)] · [OSV Package Vulnerability Database] · [Red Hat security advisories and VEX]