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vuln-cve/data/2026/78xxx/CVE-2026-78684.json
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{
"dataType": "CVE_RECORD",
"dataVersion": "5.2",
"cveMetadata": {
"cveId": "CVE-2026-78684",
"assignerOrgId": "83251b91-4cc7-4094-a5c7-464a1b83ea10",
"state": "PUBLISHED",
"assignerShortName": "VulnCheck",
"dateReserved": "2026-08-25T01:17:12.263Z",
"datePublished": "2026-08-25T11:33:22.005Z",
"dateUpdated": "2026-08-31T17:22:39.856Z"
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"shortName": "VulnCheck",
"dateUpdated": "2026-08-31T17:22:39.856Z"
},
"title": "vLLM before 0.27.0 Denial of Service via DeepStream Backend",
"descriptions": [
{
"lang": "en",
"value": "vLLM before 0.27.0 fails to properly classify DeepStream as a GPU backend and omits pixel-limit enforcement in its decode path. Unauthenticated attackers can activate DeepStream at request time to initialize the process-wide GPU decode pool and submit video that bypasses resource controls, causing partial denial of service for concurrent requests."
}
],
"datePublic": "2026-08-11T00:00:00.000Z",
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"cweId": "CWE-400",
"description": "Uncontrolled Resource Consumption",
"type": "CWE"
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"defaultStatus": "unaffected",
"packageURL": "pkg:pypi/vllm",
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"version": "0",
"status": "affected",
"versionType": "semver",
"lessThan": "0.27.0"
},
{
"version": "0.27.0",
"status": "unaffected",
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"operator": "OR",
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"attackComplexity": "LOW",
"attackRequirements": "NONE",
"privilegesRequired": "NONE",
"userInteraction": "NONE",
"vulnConfidentialityImpact": "NONE",
"subConfidentialityImpact": "NONE",
"vulnIntegrityImpact": "NONE",
"subIntegrityImpact": "NONE",
"vulnAvailabilityImpact": "LOW",
"subAvailabilityImpact": "NONE",
"exploitMaturity": "NOT_DEFINED",
"Safety": "NOT_DEFINED",
"Automatable": "NOT_DEFINED",
"Recovery": "NOT_DEFINED",
"valueDensity": "NOT_DEFINED",
"vulnerabilityResponseEffort": "NOT_DEFINED",
"providerUrgency": "NOT_DEFINED",
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"references": [
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"url": "https://github.com/vllm-project/vllm/security/advisories/GHSA-cqm8-jxg6-fqfq",
"tags": [
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"url": "https://github.com/vllm-project/vllm/commit/e23b19309b8705b21c3b3ff4129c9974ba15a419",
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{
"name": "VulnCheck Advisory: vLLM before 0.27.0 Denial of Service via DeepStream Backend",
"tags": [
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],
"url": "https://www.vulncheck.com/advisories/vllm-before-denial-of-service-via-deepstream-backend"
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"credits": [
{
"lang": "en",
"value": "Jiapeng Li",
"type": "reporter"
},
{
"lang": "en",
"value": "Jiapeng Li",
"type": "finder"
},
{
"lang": "en",
"value": "Jiajia Liu",
"type": "finder"
},
{
"lang": "en",
"value": "jperezdealgaba",
"type": "coordinator"
},
{
"lang": "en",
"value": "DarkLight1337",
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}
],
"x_generator": {
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},
"adp": [
{
"metrics": [
{
"other": {
"type": "ssvc",
"content": {
"timestamp": "2026-08-27T15:08:22.920370Z",
"id": "CVE-2026-78684",
"options": [
{
"Exploitation": "none"
},
{
"Automatable": "yes"
},
{
"Technical Impact": "partial"
}
],
"role": "CISA Coordinator",
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"title": "CISA ADP Vulnrichment",
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"dateUpdated": "2026-08-27T15:08:40.922Z"
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}
}