{"schema_version":1,"title":"Vllm vulnerabilities","summary":"Junglewise Threat Intelligence has tracked 17 vulnerabilities in Vllm: 0 in the last 7 days and 7 in the last 90 days, 1 of them critical and 0 exploited in the wild. The most recent, CVE-2026-93592, was published on 18 September 2026. 1 technology has a page of its own.","url":"https://junglewise.ai/threats/vendors/vllm","json_url":"https://junglewise.ai/threats/vendors/vllm.json","publisher":"Junglewise Threat Intelligence","license":"CC-BY-4.0","license_url":"https://creativecommons.org/licenses/by/4.0/","attribution":"Junglewise Threat Intelligence, https://junglewise.ai/threats/vendors/vllm","sources":"NVD, GitHub Security Advisories, OSV, the CISA Known Exploited Vulnerabilities catalog, FIRST EPSS and vendor advisories","kind":"vendor","counts":{"high":8,"all_time":17,"critical":1,"exploited":0,"last_7_days":0,"last_30_days":5,"last_90_days":7,"last_365_days":17},"latest":[{"cve":"CVE-2026-93592","cvss":7.5,"epss":0.0051,"slug":"cve-2026-93592-vllm-input-validation-bypass-in-embeddings-and-pooling-endpoints","title":"vLLM input validation bypass in embeddings and pooling endpoints","severity":"high","exploited":false,"published_at":"2026-09-18T14:19:10.267+00:00","url":"https://junglewise.ai/threats/cve-2026-93592-vllm-input-validation-bypass-in-embeddings-and-pooling-endpoints"},{"cve":"CVE-2026-93436","cvss":7.5,"epss":0.0076,"slug":"cve-2026-93436-vllm-memory-exhaustion-in-decode-side-metadata-cleanup","title":"vLLM memory exhaustion in decode-side metadata cleanup","severity":"high","exploited":false,"published_at":"2026-09-17T23:18:54.71+00:00","url":"https://junglewise.ai/threats/cve-2026-93436-vllm-memory-exhaustion-in-decode-side-metadata-cleanup"},{"cve":"CVE-2026-90555","cvss":6.5,"epss":0.0052,"slug":"cve-2026-90555-vllm-audio-transcription-endpoint-denial-of-service-via-forged","title":"vLLM audio transcription endpoint denial of service via forged FLAC headers","severity":"medium","exploited":false,"published_at":"2026-09-12T13:16:54.18+00:00","url":"https://junglewise.ai/threats/cve-2026-90555-vllm-audio-transcription-endpoint-denial-of-service-via-forged"},{"cve":"CVE-2026-90554","cvss":6.2,"epss":0.002,"slug":"cve-2026-90554-vllm-nanonemotronvl-audio-extraction-denial-of-service","title":"vLLM NanoNemotronVL audio extraction denial of service","severity":"medium","exploited":false,"published_at":"2026-09-12T13:16:54.04+00:00","url":"https://junglewise.ai/threats/cve-2026-90554-vllm-nanonemotronvl-audio-extraction-denial-of-service"},{"cve":"CVE-2026-90553","cvss":7.8,"epss":0.0031,"slug":"cve-2026-90553-vllm-llavaonevision2-processor-remote-code-execution-via-trust","title":"vLLM LlavaOnevision2 processor remote code execution via trust_remote_code bypass","severity":"high","exploited":false,"published_at":"2026-09-12T13:16:53.887+00:00","url":"https://junglewise.ai/threats/cve-2026-90553-vllm-llavaonevision2-processor-remote-code-execution-via-trust"},{"cve":"CVE-2026-78684","cvss":5.3,"epss":0.0057,"slug":"cve-2026-78684-vllm-deepstream-backend-classification-and-pixel-limit","title":"vLLM DeepStream backend classification and pixel-limit enforcement bypass","severity":"medium","exploited":false,"published_at":"2026-08-25T12:16:27.387+00:00","url":"https://junglewise.ai/threats/cve-2026-78684-vllm-deepstream-backend-classification-and-pixel-limit"},{"cve":"CVE-2025-6242","cvss":3.1,"epss":0.0025,"slug":"cve-2025-6242-vllm-server-side-request-forgery-in-mediaconnector","title":"PYSEC-2026-2011 - vLLM is vulnerable to Server-Side Request Forgery (SSRF) through `MediaConnector` class","severity":"low","exploited":false,"published_at":"2026-07-07T16:03:06.99247+00:00","url":"https://junglewise.ai/threats/cve-2025-6242-vllm-server-side-request-forgery-in-mediaconnector"},{"cvss":8.8,"slug":"vllm-missing-tensor-validation-in-multimodal-embeddings-af4fc3f3","title":"vLLM missing tensor validation in multimodal embeddings","severity":"high","exploited":false,"published_at":"2026-06-20T21:31:21+00:00","url":"https://junglewise.ai/threats/vllm-missing-tensor-validation-in-multimodal-embeddings-af4fc3f3"},{"cve":"CVE-2026-44223","cvss":6.5,"epss":0.0043,"slug":"cve-2026-44223-vllm-denial-of-service-in-extract-hidden-states-speculative","title":"vLLM denial of service in extract_hidden_states speculative decoding","severity":"medium","exploited":false,"published_at":"2026-05-12T20:16:43.293+00:00","url":"https://junglewise.ai/threats/cve-2026-44223-vllm-denial-of-service-in-extract-hidden-states-speculative"},{"cve":"CVE-2026-34756","cvss":6.5,"epss":0.0077,"slug":"cve-2026-34756-vllm-denial-of-service-via-unbounded-n-parameter-in-openai-api","title":"vLLM Denial of Service via unbounded n parameter in OpenAI API server","severity":"medium","exploited":false,"published_at":"2026-04-06T16:16:36.61+00:00","url":"https://junglewise.ai/threats/cve-2026-34756-vllm-denial-of-service-via-unbounded-n-parameter-in-openai-api"},{"cve":"CVE-2026-34755","cvss":6.5,"epss":0.0084,"slug":"cve-2026-34755-vllm-denial-of-service-via-unbounded-video-frame-processing","title":"vLLM denial of service via unbounded video frame processing","severity":"medium","exploited":false,"published_at":"2026-04-06T16:16:36.463+00:00","url":"https://junglewise.ai/threats/cve-2026-34755-vllm-denial-of-service-via-unbounded-video-frame-processing"},{"cve":"CVE-2026-34760","cvss":5.9,"epss":0.0048,"slug":"cve-2026-34760-vllm-project-vllm-improper-input-validation-in-audio-downmixing","title":"vLLM-project vLLM improper input validation in audio downmixing","severity":"medium","exploited":false,"published_at":"2026-04-02T20:16:25.437+00:00","url":"https://junglewise.ai/threats/cve-2026-34760-vllm-project-vllm-improper-input-validation-in-audio-downmixing"},{"cve":"CVE-2026-27893","cvss":8.8,"epss":0.0181,"slug":"cve-2026-27893-vllm-remote-code-execution-via-hardcoded-remote-code-trust-in","title":"vLLM remote code execution via hardcoded remote code trust in models","severity":"high","exploited":false,"published_at":"2026-03-27T00:16:22.333+00:00","url":"https://junglewise.ai/threats/cve-2026-27893-vllm-remote-code-execution-via-hardcoded-remote-code-trust-in"},{"cve":"CVE-2026-25960","cvss":7.1,"epss":0.0072,"slug":"cve-2026-25960-vllm-ssrf-protection-bypass-in-mediaconnector-via-url-parsing","title":"vLLM SSRF protection bypass in MediaConnector via URL parsing inconsistency","severity":"high","exploited":false,"published_at":"2026-03-09T21:16:15.537+00:00","url":"https://junglewise.ai/threats/cve-2026-25960-vllm-ssrf-protection-bypass-in-mediaconnector-via-url-parsing"},{"cve":"CVE-2026-22778","cvss":9.8,"epss":0.0381,"slug":"cve-2026-22778-vllm-remote-code-execution-via-jpeg2000-heap-overflow-and-aslr","title":"vLLM remote code execution via JPEG2000 heap overflow and ASLR bypass","severity":"critical","exploited":false,"published_at":"2026-02-02T23:16:06.7+00:00","url":"https://junglewise.ai/threats/cve-2026-22778-vllm-remote-code-execution-via-jpeg2000-heap-overflow-and-aslr"},{"cve":"CVE-2026-24779","cvss":7.1,"epss":0.0059,"slug":"cve-2026-24779-vllm-ssrf-in-mediaconnector-via-url-parsing-discrepancy","title":"vLLM SSRF in MediaConnector via URL parsing discrepancy","severity":"high","exploited":false,"published_at":"2026-01-27T22:15:57.28+00:00","url":"https://junglewise.ai/threats/cve-2026-24779-vllm-ssrf-in-mediaconnector-via-url-parsing-discrepancy"},{"cve":"CVE-2026-22807","cvss":8.8,"epss":0.0083,"slug":"cve-2026-22807-vllm-arbitrary-code-execution-via-auto-map-dynamic-module-loading","title":"vLLM arbitrary code execution via auto_map dynamic module loading","severity":"high","exploited":false,"published_at":"2026-01-21T22:15:49.077+00:00","url":"https://junglewise.ai/threats/cve-2026-22807-vllm-arbitrary-code-execution-via-auto-map-dynamic-module-loading"}],"vendor":{"hub":true,"name":"Vllm","slug":"vllm","homepage":"https://vllm.ai/","description":"An open-source organization focused on high-throughput serving for large language models.","url":"https://junglewise.ai/threats/vendors/vllm"},"weekly":[{"week":"2026-06-29","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-07-06","critical":0,"exploited":0,"vulnerabilities":1},{"week":"2026-07-13","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-07-20","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-07-27","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-08-03","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-08-10","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-08-17","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-08-24","critical":0,"exploited":0,"vulnerabilities":1},{"week":"2026-08-31","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-09-07","critical":0,"exploited":0,"vulnerabilities":3},{"week":"2026-09-14","critical":0,"exploited":0,"vulnerabilities":2},{"week":"2026-09-21","critical":0,"exploited":0,"vulnerabilities":0}],"most_severe":[{"cve":"CVE-2026-22778","cvss":9.8,"epss":0.0381,"slug":"cve-2026-22778-vllm-remote-code-execution-via-jpeg2000-heap-overflow-and-aslr","title":"vLLM remote code execution via JPEG2000 heap overflow and ASLR bypass","severity":"critical","exploited":false,"published_at":"2026-02-02T23:16:06.7+00:00","url":"https://junglewise.ai/threats/cve-2026-22778-vllm-remote-code-execution-via-jpeg2000-heap-overflow-and-aslr"},{"cve":"CVE-2026-27893","cvss":8.8,"epss":0.0181,"slug":"cve-2026-27893-vllm-remote-code-execution-via-hardcoded-remote-code-trust-in","title":"vLLM remote code execution via hardcoded remote code trust in models","severity":"high","exploited":false,"published_at":"2026-03-27T00:16:22.333+00:00","url":"https://junglewise.ai/threats/cve-2026-27893-vllm-remote-code-execution-via-hardcoded-remote-code-trust-in"},{"cve":"CVE-2026-22807","cvss":8.8,"epss":0.0083,"slug":"cve-2026-22807-vllm-arbitrary-code-execution-via-auto-map-dynamic-module-loading","title":"vLLM arbitrary code execution via auto_map dynamic module loading","severity":"high","exploited":false,"published_at":"2026-01-21T22:15:49.077+00:00","url":"https://junglewise.ai/threats/cve-2026-22807-vllm-arbitrary-code-execution-via-auto-map-dynamic-module-loading"},{"cvss":8.8,"slug":"vllm-missing-tensor-validation-in-multimodal-embeddings-af4fc3f3","title":"vLLM missing tensor validation in multimodal embeddings","severity":"high","exploited":false,"published_at":"2026-06-20T21:31:21+00:00","url":"https://junglewise.ai/threats/vllm-missing-tensor-validation-in-multimodal-embeddings-af4fc3f3"},{"cve":"CVE-2026-90553","cvss":7.8,"epss":0.0031,"slug":"cve-2026-90553-vllm-llavaonevision2-processor-remote-code-execution-via-trust","title":"vLLM LlavaOnevision2 processor remote code execution via trust_remote_code bypass","severity":"high","exploited":false,"published_at":"2026-09-12T13:16:53.887+00:00","url":"https://junglewise.ai/threats/cve-2026-90553-vllm-llavaonevision2-processor-remote-code-execution-via-trust"},{"cve":"CVE-2026-93436","cvss":7.5,"epss":0.0076,"slug":"cve-2026-93436-vllm-memory-exhaustion-in-decode-side-metadata-cleanup","title":"vLLM memory exhaustion in decode-side metadata cleanup","severity":"high","exploited":false,"published_at":"2026-09-17T23:18:54.71+00:00","url":"https://junglewise.ai/threats/cve-2026-93436-vllm-memory-exhaustion-in-decode-side-metadata-cleanup"},{"cve":"CVE-2026-93592","cvss":7.5,"epss":0.0051,"slug":"cve-2026-93592-vllm-input-validation-bypass-in-embeddings-and-pooling-endpoints","title":"vLLM input validation bypass in embeddings and pooling endpoints","severity":"high","exploited":false,"published_at":"2026-09-18T14:19:10.267+00:00","url":"https://junglewise.ai/threats/cve-2026-93592-vllm-input-validation-bypass-in-embeddings-and-pooling-endpoints"},{"cve":"CVE-2026-25960","cvss":7.1,"epss":0.0072,"slug":"cve-2026-25960-vllm-ssrf-protection-bypass-in-mediaconnector-via-url-parsing","title":"vLLM SSRF protection bypass in MediaConnector via URL parsing inconsistency","severity":"high","exploited":false,"published_at":"2026-03-09T21:16:15.537+00:00","url":"https://junglewise.ai/threats/cve-2026-25960-vllm-ssrf-protection-bypass-in-mediaconnector-via-url-parsing"},{"cve":"CVE-2026-24779","cvss":7.1,"epss":0.0059,"slug":"cve-2026-24779-vllm-ssrf-in-mediaconnector-via-url-parsing-discrepancy","title":"vLLM SSRF in MediaConnector via URL parsing discrepancy","severity":"high","exploited":false,"published_at":"2026-01-27T22:15:57.28+00:00","url":"https://junglewise.ai/threats/cve-2026-24779-vllm-ssrf-in-mediaconnector-via-url-parsing-discrepancy"},{"cve":"CVE-2026-34755","cvss":6.5,"epss":0.0084,"slug":"cve-2026-34755-vllm-denial-of-service-via-unbounded-video-frame-processing","title":"vLLM denial of service via unbounded video frame processing","severity":"medium","exploited":false,"published_at":"2026-04-06T16:16:36.463+00:00","url":"https://junglewise.ai/threats/cve-2026-34755-vllm-denial-of-service-via-unbounded-video-frame-processing"}],"generated_at":"2026-09-26T13:07:00.120236+00:00","technologies":[{"name":"Vllm","slug":"vllm","vulnerabilities":38,"url":"https://junglewise.ai/threats/technologies/vllm"}]}