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CVE-2026-56340

Опубликовано: 20 июн. 2026
Источник: nvd
CVSS3: 8.8
CVSS3: 7.5
EPSS Низкий

Описание

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.

Уязвимые конфигурации

Конфигурация 1
cpe:2.3:a:vllm:vllm:*:*:*:*:*:*:*:*
Версия от 0.10.2 (включая) до 0.13.0 (исключая)

EPSS

Процентиль: 28%
0.00352
Низкий

8.8 High

CVSS3

7.5 High

CVSS3

Дефекты

CWE-20
NVD-CWE-noinfo
CWE-787

Связанные уязвимости

CVSS3: 8.8
redhat
около 1 месяца назад

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.

CVSS3: 8.8
debian
около 1 месяца назад

vLLM versions >= 0.10.2 and < 0.13.0 are missing sparse tensor validat ...

CVSS3: 8.8
github
около 1 месяца назад

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.

EPSS

Процентиль: 28%
0.00352
Низкий

8.8 High

CVSS3

7.5 High

CVSS3

Дефекты

CWE-20
NVD-CWE-noinfo
CWE-787