Search criteria
3 vulnerabilities by vLLM
CVE-2026-56340 (GCVE-0-2026-56340)
Vulnerability from cvelistv5 – Published: 2026-06-20 18:27 – Updated: 2026-06-30 12:10
VLAI?
Title
vLLM - Denial of Service via Unvalidated Multimodal Embeddings
Summary
vLLM versions >= 0.10.2 and < 0.13.0 are missing sparse tensor validation in multimodal embeddings processing. Because PyTorch disables sparse tensor invariant checks by default, an attacker can submit crafted embedding requests with malformed (negative or out-of-bounds) tensor indices, when the prompt-embeds feature is enabled, to trigger crashes or resource exhaustion (denial of service), with potential for out-of-bounds/write-what-where memory corruption. This continues CVE-2025-62164, whose prior fix only disabled the feature by default rather than addressing the root cause.
Severity ?
CWE
- CWE-20 - Improper Input Validation
Assigner
References
| URL | Tags | |||||||
|---|---|---|---|---|---|---|---|---|
|
||||||||
Impacted products
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CVE-2025-71379 (GCVE-0-2025-71379)
Vulnerability from cvelistv5 – Published: 2026-06-20 18:27 – Updated: 2026-06-22 18:12
VLAI?
Title
vllm - Regular Expression Denial of Service in Multiple Components
Summary
vLLM versions >= 0.6.3 and < 0.9.0 contain multiple regular expression denial of service (ReDoS) vulnerabilities. Several regex patterns — in vllm/lora/utils.py, the phi4mini tool parser, and the OpenAI-compatible serving chat endpoint — are susceptible to catastrophic backtracking. An attacker submitting crafted input with nested or repeated structures can trigger severe CPU consumption and performance degradation, resulting in denial of service.
Severity ?
4.3 (Medium)
CWE
- CWE-1333 - Inefficient Regular Expression Complexity
Assigner
References
| URL | Tags | |||||||
|---|---|---|---|---|---|---|---|---|
|
||||||||
Impacted products
Credits
kexinoh
russellb
mgoin
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CVE-2025-1953 (GCVE-0-2025-1953)
Vulnerability from cvelistv5 – Published: 2025-03-04 20:00 – Updated: 2025-03-04 20:36
VLAI?
Title
vLLM AIBrix Prefix Caching hash.go random values
Summary
A vulnerability has been found in vLLM AIBrix 0.2.0 and classified as problematic. Affected by this vulnerability is an unknown functionality of the file pkg/plugins/gateway/prefixcacheindexer/hash.go of the component Prefix Caching. The manipulation leads to insufficiently random values. The complexity of an attack is rather high. The exploitation appears to be difficult. Upgrading to version 0.3.0 is able to address this issue. It is recommended to upgrade the affected component.
Severity ?
Assigner
References
| URL | Tags | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
|||||||||||||||||||||||
Credits
kexinoh (VulDB User)
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