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NVD Vulnerability Details :
CVE-2026-53923
Analyzed
More InfoOfficial Page
Source-security-advisories@github.com
View Known Exploited Vulnerability (KEV) details
Published At-22 Jun, 2026 | 23:16
Updated At-24 Jun, 2026 | 16:51

vLLM is an inference and serving engine for large language models (LLMs). From 0.5.5 until 0.23.1rc0, integer truncation of tensor dimensions in vLLM's GGUF dequantize kernels (csrc/quantization/gguf/gguf_kernel.cu) causes partial tensor processing. The output tensor is allocated at full size via torch::empty (uninitialized memory), but the dequantize CUDA kernel processes only a truncated number of elements. The unfilled portion of the output tensor retains whatever was previously in GPU memory. In multi-tenant inference deployments, this residual GPU memory may contain tensor data from other users' inference requests, constituting information disclosure. This vulnerability is fixed in 0.23.1rc0.

CISA Catalog
Date AddedDue DateVulnerability NameRequired Action
N/A
Date Added: N/A
Due Date: N/A
Vulnerability Name: N/A
Required Action: N/A
Metrics
TypeVersionBase scoreBase severityVector
Secondary4.05.3MEDIUM
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:L/VI:L/VA:N/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
Primary3.17.5HIGH
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N
N/A
Type: Secondary
Version: 4.0
Base score: 5.3
Base severity: MEDIUM
Vector:
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:L/VI:L/VA:N/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
Type: Primary
Version: 3.1
Base score: 7.5
Base severity: HIGH
Vector:
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N
Type: N/A
Version:
Base score:
Base severity: N/A
Vector:
CPE Matches

vllm
vllm
>>vllm>>Versions from 0.5.5(inclusive) to 0.23.1(exclusive)
cpe:2.3:a:vllm:vllm:*:*:*:*:*:*:*:*
Weaknesses
CWE IDTypeSource
CWE-200Secondarysecurity-advisories@github.com
CWE-681Secondarysecurity-advisories@github.com
CWE ID: CWE-200
Type: Secondary
Source: security-advisories@github.com
CWE ID: CWE-681
Type: Secondary
Source: security-advisories@github.com
Evaluator Description

Evaluator Impact

Evaluator Solution

Vendor Statements

References
HyperlinkSourceResource
https://github.com/vllm-project/vllm/commit/f219788f91952827132fa4fdf916427cd20d225esecurity-advisories@github.com
Patch
https://github.com/vllm-project/vllm/pull/44971security-advisories@github.com
Issue Tracking
https://github.com/vllm-project/vllm/security/advisories/GHSA-5jv2-g5wq-cmr4security-advisories@github.com
Third Party Advisory
Hyperlink: https://github.com/vllm-project/vllm/commit/f219788f91952827132fa4fdf916427cd20d225e
Source: security-advisories@github.com
Resource:
Patch
Hyperlink: https://github.com/vllm-project/vllm/pull/44971
Source: security-advisories@github.com
Resource:
Issue Tracking
Hyperlink: https://github.com/vllm-project/vllm/security/advisories/GHSA-5jv2-g5wq-cmr4
Source: security-advisories@github.com
Resource:
Third Party Advisory
Change History
0Changes found

Details not found