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OpenAdvisories
Medium · 6.5 CVE-2026-115914 EUVD-2026-110032GHSA-gq5q-89c7-vhvx

vLLM DeepSeek-OCR image processing vulnerable to denial of service

Published Oct 26, 2026 · Updated Oct 30, 2026 · Assigned by GitHub_M

Description

vLLM is an inference and serving engine for large language models. From 0.11.1 until 0.32.0, the DeepSeek-OCR, DeepSeek-OCR-2, and Unlimited-OCR image path allows a remote client that can reach the OpenAI-compatible API to submit a legal image whose normalized pixels sum to zero when that image is alone in its per-step encoder batch. _parse_and_validate_image_input returns no embedding, embed_multimodal propagates that value, and sanity_check_mm_encoder_outputs triggers a fatal assertion that shuts down the engine for all users. This issue is fixed in version 0.32.0.

Affected products

VendorProductAffectedFixed
vllm-project vllm >= 0.11.1, < 0.32.0 —

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI vllm >= 0.11.1, < 0.32.0 0.32.0 GHSA-gq5q-89c7-vhvx

Advisories 1

References