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

[CVE catalog]

Severity
Medium · CVSS 6.3CVSS: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.

DistributionPackageReleaseVersionStatus
PipvllmNot reported0.26.0fixed
CpevllmNot reported0.26.0fixed

Fixed-version evidence

DistributionPackageTypeReleaseFixed versionUrgencyOriginBugs
PipvllmpipNot reported0.26.0Not reportedGHSA-PR7F-P5MW-FC87Not reported
CpevllmcpeNot reported0.26.0Not reportedNVD-CVE-2026-73557Not reported

OpenFactory catalog packages

No matching packages in this catalog.

Observed:

References