
CVE catalog
CVE-2026-73557
vLLM is an inference and serving engine for large language models. From 0.20.2rc0 until 0.26.0, safe_load_prompt_embeds in vllm/renderers/embed_utils.py uses torch.sparse.check_sparse_tensor_invariant
- Severity
- Medium · CVSS 6.3
CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:N/VI:N/VA:L/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
- Source
- [NVD] · [CVE record]
- EPSS
- 0.25% · Oct 25, 2026
A flaw was found in vLLM, an inference and serving engine for large language models. An incomplete remediation for a previous vulnerability (CVE-2025-62164) can be bypassed. This occurs when concurrent prompt parts are processed, leading to a race condition in the handling of sparse tensors. This vulnerability could allow an attacker to cause a denial of service. vllm: vLLM: Incomplete remediation allows bypass via concurrent prompt processing This Moderate impact flaw in vLLM, an inference and serving engine for large language models, arises from an incomplete remediation for a race condition. When `enable_prompt_embeds` is active, concurrent prompt processing can lead to an invalid sparse tensor being processed, potentially causing a denial of service. This issue primarily affects deployments utilizing vLLM with multimodal features enabled. 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.
Vulnerable and fixed packages
Distribution-reported package versions and fixes. These do not depend on matching against the OpenFactory package catalog.
| Distribution | Package | Release | Version | Status |
|---|---|---|---|---|
| Pip | vllm | Not reported | 0.26.0 | fixed |
| Cpe | vllm | Not reported | 0.26.0 | fixed |
Fixed-version evidence
| Distribution | Package | Type | Release | Fixed version | Urgency | Origin | Bugs |
|---|---|---|---|---|---|---|---|
| Pip | vllm | pip | Not reported | 0.26.0 | Not reported | GHSA-PR7F-P5MW-FC87 | Not reported |
| Cpe | vllm | cpe | Not reported | 0.26.0 | Not reported | NVD-CVE-2026-73557 | Not reported |
OpenFactory catalog packages
No matching packages in this catalog.
Observed:
References
- [https://github.com/advisories/GHSA-pr7f-p5mw-fc87]
- [https://nvd.nist.gov/vuln/detail/CVE-2026-73557]
- [https://osv.dev/vulnerability/CVE-2026-73557]
- [https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-73557.json]
- [https://wid.cert-bund.de/.well-known/csaf/white/2026/wid-sec-w-2026-2842.json]
[CERT-Bund public advisories] · [FIRST EPSS] · [GitHub Advisory Database] · [National Vulnerability Database (NVD)] · [OSV Package Vulnerability Database] · [Red Hat security advisories and VEX]