{"id":"CVE-2026-22807","published":"2026-01-21T21:13:11Z","modified":"2026-07-21T12:05:15Z","title":"vLLM affected by RCE via auto_map dynamic module loading during model initialization","vendor":"vllm-project","product":"vllm","tier":"tail","description":{"text":"vLLM is an inference and serving engine for large language models (LLMs). Starting in version 0.10.1 and prior to version 0.14.0, vLLM loads Hugging Face `auto_map` dynamic modules during model resolution without gating on `trust_remote_code`, allowing attacker-controlled Python code in a model repo/path to execute at server startup. An attacker who can influence the model repo/path (local directory or remote Hugging Face repo) can achieve arbitrary code execution on the vLLM host during model load. This happens before any request handling and does not require API access. Version 0.14.0 fixes the issue.","provenance":"source","from":"CVE.org"},"cvss":{"score":8.8,"severity":"HIGH","version":"3.1","vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","provenance":"source","from":"CVE.org CNA"},"epss":{"score":0.0098,"percentile":0.62112,"provenance":"source"},"cwes":[{"id":"CWE-94","name":"Improper Control of Generation of Code"}],"references":[{"url":"https://github.com/vllm-project/vllm/security/advisories/GHSA-2pc9-4j83-qjmr","tags":["x_refsource_CONFIRM"]},{"url":"https://github.com/vllm-project/vllm/pull/32194","tags":["x_refsource_MISC"]},{"url":"https://github.com/vllm-project/vllm/commit/78d13ea9de4b1ce5e4d8a5af9738fea71fb024e5","tags":["x_refsource_MISC"]},{"url":"https://github.com/vllm-project/vllm/releases/tag/v0.14.0","tags":["x_refsource_MISC"]},{"url":"https://access.redhat.com/security/cve/CVE-2026-22807","tags":["vdb-entry","x_refsource_REDHAT"]},{"url":"https://bugzilla.redhat.com/show_bug.cgi?id=2431865","tags":["issue-tracking","x_refsource_REDHAT"]},{"url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-22807.json","tags":["x_sadp-csaf-vex"]},{"url":"https://access.redhat.com/errata/RHSA-2026:3461","tags":["vendor-advisory","x_refsource_REDHAT"]},{"url":"https://access.redhat.com/errata/RHSA-2026:3462","tags":["vendor-advisory","x_refsource_REDHAT"]},{"url":"https://access.redhat.com/errata/RHSA-2026:30089","tags":["vendor-advisory","x_refsource_REDHAT"]},{"url":"https://access.redhat.com/errata/RHSA-2026:30088","tags":["vendor-advisory","x_refsource_REDHAT"]},{"url":"https://access.redhat.com/errata/RHSA-2026:30087","tags":["vendor-advisory","x_refsource_REDHAT"]},{"url":"https://access.redhat.com/errata/RHSA-2026:10184","tags":["vendor-advisory","x_refsource_REDHAT"]},{"url":"https://access.redhat.com/errata/RHSA-2026:42644","tags":["vendor-advisory","x_refsource_REDHAT"]},{"url":"https://access.redhat.com/errata/RHSA-2026:3782","tags":["vendor-advisory","x_refsource_REDHAT"]},{"url":"https://access.redhat.com/errata/RHSA-2026:3713","tags":["vendor-advisory","x_refsource_REDHAT"]},{"url":"https://access.redhat.com/errata/RHSA-2026:5119","tags":["vendor-advisory","x_refsource_REDHAT"]}],"priority":{"score":23.6,"factors":[{"name":"EPSS percentile","points":12.42},{"name":"Public exploit code","points":5.0},{"name":"CVSS severity","points":6.16}]},"exploitSources":{"pocGithub":{"count":1,"skipped":0,"earliest":"2026-01-31","earliestUrl":"https://github.com/otakuliu/CVE-2026-22807_Range","repos":[{"name":"otakuliu/CVE-2026-22807_Range","url":"https://github.com/otakuliu/CVE-2026-22807_Range","stars":0,"created":"2026-01-31"}]},"first":{"date":"2026-01-31","source":"PoC-in-GitHub","url":"https://github.com/otakuliu/CVE-2026-22807_Range"},"provenance":"source"},"vendorSlug":"vllm-project","affectedVersions":[{"vendor":"vllm-project","product":"vllm","versions":[">= 0.10.1, < 0.14.0"]}],"affected":[{"ecosystem":"PyPI","package":"vllm","vulnerableRanges":[">=0.10.1, <0.14.0"],"patched":["0.14.0"],"from":["GHSA-2pc9-4j83-qjmr","PYSEC-2026-2010"],"provenance":"source"}],"euvd":{"id":"EUVD-2026-3678","exploited":false,"provenance":"source"},"lineage":{"familyId":"fam-vllm-project-vllm-cve-2025-66448","children":[{"from":"CVE-2026-22807","to":"CVE-2026-4944","relation":"incomplete-fix","confidence":"high","kind":"lineage","evidence":[{"kind":"text","provenance":"source","relation":"incomplete-fix","quote":"This issue is an incomplete fix for CVE-2025-66448 and CVE-2026-22807, as it affects separate code paths in model implementation files.","from":"CVE.org","in":"CVE-2026-4944"}]}],"packageHistory":[{"cve":"CVE-2025-66448","published":"2025-12-01","fixed":"0.11.1","kev":false},{"cve":"CVE-2026-22773","published":"2026-01-10","fixed":"0.12.0","kev":false},{"cve":"CVE-2026-56340","published":"2026-06-20","fixed":"0.13.0","kev":false},{"cve":"CVE-2026-22807","published":"2026-01-21","fixed":"0.14.0","kev":false},{"cve":"CVE-2026-22778","published":"2026-02-02","fixed":"0.14.1","kev":false,"link":{"from":"CVE-2026-22807","to":"CVE-2026-22778","relation":"successor","confidence":"low","kind":"sequence","evidence":[{"kind":"version-step","provenance":"source","package":"PyPI:vllm","fromFixed":"0.14.0","toFixed":"0.14.1","daysApart":12}]}},{"cve":"CVE-2026-24779","published":"2026-01-27","fixed":"0.14.1","kev":false,"link":{"from":"CVE-2026-22807","to":"CVE-2026-24779","relation":"successor","confidence":"low","kind":"sequence","evidence":[{"kind":"version-step","provenance":"source","package":"PyPI:vllm","fromFixed":"0.14.0","toFixed":"0.14.1","daysApart":6}]}},{"cve":"CVE-2026-25960","published":"2026-03-09","fixed":"0.17.0","kev":false}],"package":"PyPI:vllm"}}