vLLM DeepSeek-OCR image processing vulnerable to denial of service
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.
- Products
- vllm
- Affected versions
- Not specified
- Fixed versions
- Not specified
- CVEs
- CVE-2026-115914
- Confirmed fixed CVEs
- Not specified
- Updated in this feed
- 30 Oct 2026, 14:34 UTC · Revision 1
Source evidence
vLLM DeepSeek-OCR image processing vulnerable to denial of service
core-cve · Original sourcePublished 26 Oct 2026, 17:08 UTC
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.
cve:CVE-2026-115914
vllm
Fixed versions: Not specified
Complete source record
{
"id": "d33c8abc3e7803e359a0ab89df5f70b36304d05dae4aad4b125d162cdfb20ef9",
"url": "https://www.cve.org/CVERecord?id=CVE-2026-115914",
"method": "structured",
"payload": {
"kind": "advisory",
"title": "vLLM DeepSeek-OCR image processing vulnerable to denial of service",
"summary": "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.",
"evidence": "cve:CVE-2026-115914",
"products": [
{
"name": {
"value": "vllm",
"evidence": "/containers/cna/affected/0/product"
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"prerequisites": [],
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}
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"severity": "medium",
"structured": {
"id": "CVE-2026-115914",
"aliases": [
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"metrics": [
{
"cvssV3_1": {
"scope": "UNCHANGED",
"version": "3.1",
"baseScore": 6.5,
"attackVector": "NETWORK",
"baseSeverity": "MEDIUM",
"vectorString": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H",
"integrityImpact": "NONE",
"userInteraction": "NONE",
"attackComplexity": "LOW",
"availabilityImpact": "HIGH",
"privilegesRequired": "LOW",
"confidentialityImpact": "NONE"
}
}
],
"affected": [
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"product": "vllm",
"versions": [
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"status": "affected",
"version": ">= 0.11.1, < 0.32.0"
}
]
}
],
"modified": "2026-10-30T14:23:21.521Z",
"provider": "cve",
"references": [
"https://github.com/vllm-project/vllm/security/advisories/GHSA-gq5q-89c7-vhvx",
"https://github.com/vllm-project/vllm/pull/59417",
"https://github.com/vllm-project/vllm/commit/c15672cfb49152ebf65cfd188e71b84593ec5686",
"https://github.com/vllm-project/vllm/releases/tag/v0.32.0"
],
"provider_metadata": {
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"title": "CISA ADP Vulnrichment",
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"other": {
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"content": {
"id": "CVE-2026-115914",
"role": "CISA Coordinator",
"options": [
{
"Exploitation": "none"
},
{
"Automatable": "no"
},
{
"Technical Impact": "partial"
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],
"version": "2.0.3",
"timestamp": "2026-10-30T14:23:13.354875Z"
}
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"providerMetadata": {
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],
"cna": {
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"shortName": "GitHub_M",
"dateUpdated": "2026-10-26T17:08:20.839Z"
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},
"related_cves": [
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"value": "CVE-2026-115914",
"evidence": "/cveMetadata/cveId"
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"security_relevant": true,
"severity_evidence": "/containers/cna/metrics"
},
"source_id": "core-cve",
"document_id": 322609,
"published_at": "2026-10-26T17:08:20.839+00:00"
}