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osv-pysec
osv-pysec
•added 2026/07/07 4:03 p.m.•15 views

PYSEC-2026-2019 vLLM vulnerable to DoS with incorrect shape of multimodal embedding inputs

Summary Users can crash the vLLM engine serving multimodal models by passing multimodal embedding inputs with correct ndim but incorrect shape e.g. hidden dimension is wrong, regardless of whether the model is intended to support such inputs as defined in the Supported Models page. The issue has...

8.3CVSS6.2AI score0.00382EPSS
SaveExploits0References8
PyPA
PyPA
•added 2026/07/07 4:03 p.m.•31 views

vLLM vulnerable to DoS with incorrect shape of multimodal embedding inputs

SummaryUsers can crash the vLLM engine serving multimodal models by passing multimodal embedding inputs with correct ndim but incorrect shape e.g. hidden dimension is wrong, regardless of whether the model is intended to support such inputs as defined in the Supported Models page.The issue has...

8.3CVSS6.2AI score0.00382EPSS
SaveExploits0References8Affected Software1
osv-ghsa
osv-ghsa
•added 2025/11/20 9:23 p.m.•17 views

GHSA-PMQF-X6X8-P7QW vLLM vulnerable to DoS with incorrect shape of multimodal embedding inputs

Summary Users can crash the vLLM engine serving multimodal models by passing multimodal embedding inputs with correct ndim but incorrect shape e.g. hidden dimension is wrong, regardless of whether the model is intended to support such inputs as defined in the Supported Models page. The issue has...

8.3CVSS6.2AI score0.00382EPSS
SaveExploits0References9
Github Security Blog
Github Security Blog
•added 2025/11/20 9:23 p.m.•33 views

vLLM vulnerable to DoS with incorrect shape of multimodal embedding inputs

Summary Users can crash the vLLM engine serving multimodal models by passing multimodal embedding inputs with correct ndim but incorrect shape e.g. hidden dimension is wrong, regardless of whether the model is intended to support such inputs as defined in the Supported Models page. The issue has...

8.3CVSS6.2AI score0.00382EPSS
SaveExploits0References9Affected Software1
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