Lookup for vulnerable packages by Package URL.

GET /api/packages/44390?format=api
HTTP 200 OK
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Vary: Accept

{
    "url": "http://public2.vulnerablecode.io/api/packages/44390?format=api",
    "purl": "pkg:pypi/vllm@0.7.2",
    "type": "pypi",
    "namespace": "",
    "name": "vllm",
    "version": "0.7.2",
    "qualifiers": {},
    "subpath": "",
    "is_vulnerable": true,
    "next_non_vulnerable_version": "0.20.0",
    "latest_non_vulnerable_version": "0.20.0",
    "affected_by_vulnerabilities": [
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/47957?format=api",
            "vulnerability_id": "VCID-4e3e-evbg-skcu",
            "summary": "vLLM is vulnerable to Server-Side Request Forgery (SSRF) through `MediaConnector` class\nA Server-Side Request Forgery (SSRF) vulnerability exists in the `MediaConnector` class within the vLLM project's multimodal feature set. The `load_from_url` and `load_from_url_async` methods fetch and process media from user-provided URLs without adequate restrictions on the target hosts. This allows an attacker to coerce the vLLM server into making arbitrary requests to internal network resources.\n\nThis vulnerability is particularly critical in containerized environments like `llm-d`, where a compromised vLLM pod could be used to scan the internal network, interact with other pods, and potentially cause denial of service or access sensitive data. For example, an attacker could make the vLLM pod send malicious requests to an internal `llm-d` management endpoint, leading to system instability by falsely reporting metrics like the KV cache state.",
            "references": [
                {
                    "reference_url": "https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2025-6242.json",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.1",
                            "scoring_system": "cvssv3",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:L/A:H"
                        }
                    ],
                    "url": "https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2025-6242.json"
                },
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2025-6242",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00052",
                            "scoring_system": "epss",
                            "scoring_elements": "0.16544",
                            "published_at": "2026-06-05T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2025-6242"
                },
                {
                    "reference_url": "https://bugzilla.redhat.com/show_bug.cgi?id=2373716",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.1",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:L/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:N/T:P/P:M/B:A/M:M/D:T/2025-10-07T19:55:28Z/"
                        }
                    ],
                    "url": "https://bugzilla.redhat.com/show_bug.cgi?id=2373716"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.1",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:L/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/commit/9d9a2b77f19f68262d5e469c4e82c0f6365ad72d",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.1",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:L/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/commit/9d9a2b77f19f68262d5e469c4e82c0f6365ad72d"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/search/results?adv_search=true&isCpeNameSearch=true&query=cpe:/a:redhat:ai_inference_server:3",
                    "reference_id": "cpe:/a:redhat:ai_inference_server:3",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://nvd.nist.gov/vuln/search/results?adv_search=true&isCpeNameSearch=true&query=cpe:/a:redhat:ai_inference_server:3"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/search/results?adv_search=true&isCpeNameSearch=true&query=cpe:/a:redhat:enterprise_linux_ai:1",
                    "reference_id": "cpe:/a:redhat:enterprise_linux_ai:1",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://nvd.nist.gov/vuln/search/results?adv_search=true&isCpeNameSearch=true&query=cpe:/a:redhat:enterprise_linux_ai:1"
                },
                {
                    "reference_url": "https://access.redhat.com/security/cve/CVE-2025-6242",
                    "reference_id": "CVE-2025-6242",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.1",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:L/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:N/T:P/P:M/B:A/M:M/D:T/2025-10-07T19:55:28Z/"
                        }
                    ],
                    "url": "https://access.redhat.com/security/cve/CVE-2025-6242"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2025-6242",
                    "reference_id": "CVE-2025-6242",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.1",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:L/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://nvd.nist.gov/vuln/detail/CVE-2025-6242"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-3f6c-7fw2-ppm4",
                    "reference_id": "GHSA-3f6c-7fw2-ppm4",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "HIGH",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/advisories/GHSA-3f6c-7fw2-ppm4"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/security/advisories/GHSA-3f6c-7fw2-ppm4",
                    "reference_id": "GHSA-3f6c-7fw2-ppm4",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.1",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:L/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/security/advisories/GHSA-3f6c-7fw2-ppm4"
                },
                {
                    "reference_url": "https://access.redhat.com/errata/RHSA-2025:23078",
                    "reference_id": "RHSA-2025:23078",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://access.redhat.com/errata/RHSA-2025:23078"
                },
                {
                    "reference_url": "https://access.redhat.com/errata/RHSA-2025:23079",
                    "reference_id": "RHSA-2025:23079",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://access.redhat.com/errata/RHSA-2025:23079"
                },
                {
                    "reference_url": "https://access.redhat.com/errata/RHSA-2025:23080",
                    "reference_id": "RHSA-2025:23080",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://access.redhat.com/errata/RHSA-2025:23080"
                },
                {
                    "reference_url": "https://access.redhat.com/errata/RHSA-2026:10184",
                    "reference_id": "RHSA-2026:10184",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://access.redhat.com/errata/RHSA-2026:10184"
                },
                {
                    "reference_url": "https://access.redhat.com/errata/RHSA-2026:19712",
                    "reference_id": "RHSA-2026:19712",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://access.redhat.com/errata/RHSA-2026:19712"
                },
                {
                    "reference_url": "https://access.redhat.com/errata/RHSA-2026:3461",
                    "reference_id": "RHSA-2026:3461",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://access.redhat.com/errata/RHSA-2026:3461"
                },
                {
                    "reference_url": "https://access.redhat.com/errata/RHSA-2026:3462",
                    "reference_id": "RHSA-2026:3462",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://access.redhat.com/errata/RHSA-2026:3462"
                },
                {
                    "reference_url": "https://access.redhat.com/errata/RHSA-2026:3713",
                    "reference_id": "RHSA-2026:3713",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://access.redhat.com/errata/RHSA-2026:3713"
                }
            ],
            "fixed_packages": [
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/46990?format=api",
                    "purl": "pkg:pypi/vllm@0.11.0",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-6td1-mwvq-u7a6"
                        },
                        {
                            "vulnerability": "VCID-b35p-p399-bqf7"
                        },
                        {
                            "vulnerability": "VCID-f8nw-x5ug-kfh7"
                        },
                        {
                            "vulnerability": "VCID-ffxe-muxd-p3b3"
                        },
                        {
                            "vulnerability": "VCID-ggsq-9qgx-vyf6"
                        },
                        {
                            "vulnerability": "VCID-jgbp-dwqq-dbdp"
                        },
                        {
                            "vulnerability": "VCID-m432-9c3w-4qan"
                        },
                        {
                            "vulnerability": "VCID-nctw-rz8h-f3af"
                        },
                        {
                            "vulnerability": "VCID-nhwm-kq25-t3dt"
                        },
                        {
                            "vulnerability": "VCID-q8jt-32dy-w7cp"
                        },
                        {
                            "vulnerability": "VCID-reu9-dy33-z7ez"
                        },
                        {
                            "vulnerability": "VCID-wa8k-r4vp-e7hk"
                        },
                        {
                            "vulnerability": "VCID-z6u4-yvcm-gqhm"
                        },
                        {
                            "vulnerability": "VCID-za3a-c9m1-jqgz"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/vllm@0.11.0"
                }
            ],
            "aliases": [
                "CVE-2025-6242",
                "GHSA-3f6c-7fw2-ppm4"
            ],
            "risk_score": 4.0,
            "exploitability": "0.5",
            "weighted_severity": "8.0",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-4e3e-evbg-skcu"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/57364?format=api",
            "vulnerability_id": "VCID-54rz-whp1-kkhg",
            "summary": "vLLM vulnerable to Regular Expression Denial of Service\nA recent review identified several regular expressions in the vllm codebase that are susceptible to Regular Expression Denial of Service (ReDoS) attacks. These patterns, if fed with crafted or malicious input, may cause severe performance degradation due to catastrophic backtracking.",
            "references": [
                {
                    "reference_url": "https://github.com/vllm-project/vllm",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "4.3",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/commit/4fc1bf813ad80172c1db31264beaef7d93fe0601",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "4.3",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/commit/4fc1bf813ad80172c1db31264beaef7d93fe0601"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/pull/18454",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "4.3",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/pull/18454"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-j828-28rj-hfhp",
                    "reference_id": "GHSA-j828-28rj-hfhp",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://github.com/advisories/GHSA-j828-28rj-hfhp"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/security/advisories/GHSA-j828-28rj-hfhp",
                    "reference_id": "GHSA-j828-28rj-hfhp",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "4.3",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/security/advisories/GHSA-j828-28rj-hfhp"
                }
            ],
            "fixed_packages": [
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/45283?format=api",
                    "purl": "pkg:pypi/vllm@0.9.0",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-4e3e-evbg-skcu"
                        },
                        {
                            "vulnerability": "VCID-5dbv-fmn5-qydp"
                        },
                        {
                            "vulnerability": "VCID-8eu5-rcfy-2ygn"
                        },
                        {
                            "vulnerability": "VCID-f8nw-x5ug-kfh7"
                        },
                        {
                            "vulnerability": "VCID-ffxe-muxd-p3b3"
                        },
                        {
                            "vulnerability": "VCID-ggsq-9qgx-vyf6"
                        },
                        {
                            "vulnerability": "VCID-jgbp-dwqq-dbdp"
                        },
                        {
                            "vulnerability": "VCID-nctw-rz8h-f3af"
                        },
                        {
                            "vulnerability": "VCID-nhwm-kq25-t3dt"
                        },
                        {
                            "vulnerability": "VCID-q8jt-32dy-w7cp"
                        },
                        {
                            "vulnerability": "VCID-reu9-dy33-z7ez"
                        },
                        {
                            "vulnerability": "VCID-ut69-5v6z-dyd9"
                        },
                        {
                            "vulnerability": "VCID-wa8k-r4vp-e7hk"
                        },
                        {
                            "vulnerability": "VCID-za3a-c9m1-jqgz"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/vllm@0.9.0"
                }
            ],
            "aliases": [
                "GHSA-j828-28rj-hfhp"
            ],
            "risk_score": 3.1,
            "exploitability": "0.5",
            "weighted_severity": "6.2",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-54rz-whp1-kkhg"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/57136?format=api",
            "vulnerability_id": "VCID-5c5b-q5we-mfdu",
            "summary": "vLLM vulnerable to Denial of Service by abusing xgrammar cache\nThis report is to highlight a vulnerability in XGrammar, a library used by the structured output feature in vLLM. The XGrammar advisory is here: https://github.com/mlc-ai/xgrammar/security/advisories/GHSA-389x-67px-mjg3\n\nThe [xgrammar](https://xgrammar.mlc.ai/docs/) library is the default backend used by vLLM to support structured output (a.k.a. guided decoding). Xgrammar provides a required, built-in cache for its compiled grammars stored in RAM. xgrammar is available by default through the OpenAI compatible API server with both the V0 and V1 engines.\n\nA malicious user can send a stream of very short decoding requests with unique schemas, resulting in an addition to the cache for each request. This can result in a Denial of Service by consuming all of the system's RAM.\n\nNote that even if vLLM was configured to use a different backend by default, it is still possible to choose xgrammar on a per-request basis using the `guided_decoding_backend` key of the `extra_body` field of the request with the V0 engine. This per-request choice is not available when using the V1 engine.",
            "references": [
                {
                    "reference_url": "https://github.com/mlc-ai/xgrammar/security/advisories/GHSA-389x-67px-mjg3",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "6.5",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/mlc-ai/xgrammar/security/advisories/GHSA-389x-67px-mjg3"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "6.5",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/commit/cb84e45ac75b42ba6795145923e8eb323bb825ad",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "6.5",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/commit/cb84e45ac75b42ba6795145923e8eb323bb825ad"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/pull/16283",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "6.5",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/pull/16283"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-hf3c-wxg2-49q9",
                    "reference_id": "GHSA-hf3c-wxg2-49q9",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://github.com/advisories/GHSA-hf3c-wxg2-49q9"
                },
                {
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                        {
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                        }
                    ],
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            ],
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                {
                    "url": "http://public2.vulnerablecode.io/api/packages/45032?format=api",
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                    "is_vulnerable": true,
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                            "vulnerability": "VCID-4e3e-evbg-skcu"
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                        {
                            "vulnerability": "VCID-54rz-whp1-kkhg"
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                        {
                            "vulnerability": "VCID-5dbv-fmn5-qydp"
                        },
                        {
                            "vulnerability": "VCID-5ec1-1h6d-tuaq"
                        },
                        {
                            "vulnerability": "VCID-8eu5-rcfy-2ygn"
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                        {
                            "vulnerability": "VCID-acke-grhk-37bc"
                        },
                        {
                            "vulnerability": "VCID-c8r5-ks1q-ekcu"
                        },
                        {
                            "vulnerability": "VCID-e8w2-9rwg-u7ba"
                        },
                        {
                            "vulnerability": "VCID-f8nw-x5ug-kfh7"
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                        {
                            "vulnerability": "VCID-ffxe-muxd-p3b3"
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                        {
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                        {
                            "vulnerability": "VCID-ggsq-9qgx-vyf6"
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                        {
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                        {
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                        {
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                        {
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                        },
                        {
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                        {
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                        },
                        {
                            "vulnerability": "VCID-svzy-7pke-2bdr"
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                        {
                            "vulnerability": "VCID-tcng-tr33-zqaa"
                        },
                        {
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                        {
                            "vulnerability": "VCID-ut69-5v6z-dyd9"
                        },
                        {
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                        },
                        {
                            "vulnerability": "VCID-wgcp-nzu8-47dr"
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                        {
                            "vulnerability": "VCID-za3a-c9m1-jqgz"
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            "references": [
                {
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                    "reference_id": "",
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                    ],
                    "url": "https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2025-59425.json"
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                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2025-59425",
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                            "value": "0.00298",
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                        }
                    ],
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                        {
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                        }
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                {
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                            "scoring_elements": "SSVCv2/E:N/A:Y/T:P/P:M/B:A/M:M/D:T/2025-10-07T14:32:10Z/"
                        }
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                        }
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                        },
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                {
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            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/47955?format=api",
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                    ],
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                            "value": "9.8",
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                        {
                            "value": "CRITICAL",
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                            "value": "Track",
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                            "scoring_elements": "SSVCv2/E:N/A:Y/T:T/P:M/B:A/M:M/D:T/2025-04-30T13:08:21Z/"
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                        {
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                        {
                            "vulnerability": "VCID-5ec1-1h6d-tuaq"
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                        {
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                        {
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                            "vulnerability": "VCID-q8jt-32dy-w7cp"
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                            "vulnerability": "VCID-qake-z4ec-wkdu"
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                            "vulnerability": "VCID-za3a-c9m1-jqgz"
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                            "value": "Track",
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                        {
                            "value": "Track",
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                    "reference_type": "",
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                        {
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                        {
                            "value": "HIGH",
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                {
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                {
                    "reference_url": "https://access.redhat.com/errata/RHSA-2026:3782",
                    "reference_id": "RHSA-2026:3782",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://access.redhat.com/errata/RHSA-2026:3782"
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                        },
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                        {
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            "summary": "vLLM vulnerable to remote code execution via transformers_utils/get_config\n`vllm` has a critical remote code execution vector in a config class named `Nemotron_Nano_VL_Config`. When `vllm` loads a model config that contains an `auto_map` entry, the config class resolves that mapping with `get_class_from_dynamic_module(...)` and immediately instantiates the returned class. This fetches and executes Python from the remote repository referenced in the `auto_map` string. Crucially, this happens even when the caller explicitly sets `trust_remote_code=False` in `vllm.transformers_utils.config.get_config`. In practice, an attacker can publish a benign-looking frontend repo whose `config.json` points via `auto_map` to a separate malicious backend repo; loading the frontend will silently run the backend’s code on the victim host.",
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                    "reference_id": "",
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                    "scores": [
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                            "value": "7.5",
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                    "scores": [
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                            "value": "0.00045",
                            "scoring_system": "epss",
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                            "value": "7.1",
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                            "value": "Track",
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                            "scoring_elements": "SSVCv2/E:N/A:Y/T:T/P:M/B:A/M:M/D:T/2025-12-02T14:14:49Z/"
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                            "scoring_elements": "SSVCv2/E:N/A:Y/T:T/P:M/B:A/M:M/D:T/2025-12-02T14:14:49Z/"
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                        }
                    ],
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                    "reference_id": "RHSA-2025:23079",
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                    "reference_id": "RHSA-2025:23080",
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                        {
                            "vulnerability": "VCID-b35p-p399-bqf7"
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            "summary": "vLLM is a high-throughput and memory-efficient inference and serving engine for LLMs. The outlines library is one of the backends used by vLLM to support structured output (a.k.a. guided decoding). Outlines provides an optional cache for its compiled grammars on the local filesystem. This cache has been on by default in vLLM. Outlines is also available by default through the OpenAI compatible API server. The affected code in vLLM is vllm/model_executor/guided_decoding/outlines_logits_processors.py, which unconditionally uses the cache from outlines. A malicious user can send a stream of very short decoding requests with unique schemas, resulting in an addition to the cache for each request. This can result in a Denial of Service if the filesystem runs out of space. Note that even if vLLM was configured to use a different backend by default, it is still possible to choose outlines on a per-request basis using the guided_decoding_backend key of the extra_body field of the request. This issue applies only to the V0 engine and is fixed in 0.8.0.",
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            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-nctw-rz8h-f3af"
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                    "url": "http://public2.vulnerablecode.io/api/packages/46991?format=api",
                    "purl": "pkg:pypi/vllm@0.11.1",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-6td1-mwvq-u7a6"
                        },
                        {
                            "vulnerability": "VCID-b35p-p399-bqf7"
                        },
                        {
                            "vulnerability": "VCID-ffxe-muxd-p3b3"
                        },
                        {
                            "vulnerability": "VCID-ggsq-9qgx-vyf6"
                        },
                        {
                            "vulnerability": "VCID-nctw-rz8h-f3af"
                        },
                        {
                            "vulnerability": "VCID-q8jt-32dy-w7cp"
                        },
                        {
                            "vulnerability": "VCID-reu9-dy33-z7ez"
                        },
                        {
                            "vulnerability": "VCID-wa8k-r4vp-e7hk"
                        },
                        {
                            "vulnerability": "VCID-z6u4-yvcm-gqhm"
                        },
                        {
                            "vulnerability": "VCID-za3a-c9m1-jqgz"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/vllm@0.11.1"
                }
            ],
            "aliases": [
                "CVE-2025-62426",
                "GHSA-69j4-grxj-j64p"
            ],
            "risk_score": 3.1,
            "exploitability": "0.5",
            "weighted_severity": "6.2",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-nhwm-kq25-t3dt"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/57173?format=api",
            "vulnerability_id": "VCID-prmn-2c4w-uuh5",
            "summary": "CVE-2025-24357 Malicious model remote code execution fix bypass with PyTorch < 2.6.0\nhttps://github.com/vllm-project/vllm/security/advisories/GHSA-rh4j-5rhw-hr54 reported a vulnerability where loading a malicious model could result in code execution on the vllm host. The fix applied to specify `weights_only=True` to calls to `torch.load()` did not solve the problem prior to PyTorch 2.6.0.\n\nPyTorch has issued a new CVE about this problem: https://github.com/advisories/GHSA-53q9-r3pm-6pq6\n\nThis means that versions of vLLM using PyTorch before 2.6.0 are vulnerable to this problem.",
            "references": [
                {
                    "reference_url": "https://github.com/pytorch/pytorch/security/advisories/GHSA-53q9-r3pm-6pq6",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/pytorch/pytorch/security/advisories/GHSA-53q9-r3pm-6pq6"
                },
                {
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                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/security/advisories/GHSA-rh4j-5rhw-hr54",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/security/advisories/GHSA-rh4j-5rhw-hr54"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-ggpf-24jw-3fcw",
                    "reference_id": "GHSA-ggpf-24jw-3fcw",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://github.com/advisories/GHSA-ggpf-24jw-3fcw"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/security/advisories/GHSA-ggpf-24jw-3fcw",
                    "reference_id": "GHSA-ggpf-24jw-3fcw",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/security/advisories/GHSA-ggpf-24jw-3fcw"
                }
            ],
            "fixed_packages": [
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/44634?format=api",
                    "purl": "pkg:pypi/vllm@0.8.0",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-4e3e-evbg-skcu"
                        },
                        {
                            "vulnerability": "VCID-54rz-whp1-kkhg"
                        },
                        {
                            "vulnerability": "VCID-5c5b-q5we-mfdu"
                        },
                        {
                            "vulnerability": "VCID-5dbv-fmn5-qydp"
                        },
                        {
                            "vulnerability": "VCID-5ec1-1h6d-tuaq"
                        },
                        {
                            "vulnerability": "VCID-8eu5-rcfy-2ygn"
                        },
                        {
                            "vulnerability": "VCID-acke-grhk-37bc"
                        },
                        {
                            "vulnerability": "VCID-c8r5-ks1q-ekcu"
                        },
                        {
                            "vulnerability": "VCID-dng6-6nw2-vkgt"
                        },
                        {
                            "vulnerability": "VCID-e8w2-9rwg-u7ba"
                        },
                        {
                            "vulnerability": "VCID-f8nw-x5ug-kfh7"
                        },
                        {
                            "vulnerability": "VCID-ffxe-muxd-p3b3"
                        },
                        {
                            "vulnerability": "VCID-fxgs-s1vm-8bez"
                        },
                        {
                            "vulnerability": "VCID-ggsq-9qgx-vyf6"
                        },
                        {
                            "vulnerability": "VCID-jgbp-dwqq-dbdp"
                        },
                        {
                            "vulnerability": "VCID-nctw-rz8h-f3af"
                        },
                        {
                            "vulnerability": "VCID-nhwm-kq25-t3dt"
                        },
                        {
                            "vulnerability": "VCID-q5vf-2w1m-4fb1"
                        },
                        {
                            "vulnerability": "VCID-qake-z4ec-wkdu"
                        },
                        {
                            "vulnerability": "VCID-reu9-dy33-z7ez"
                        },
                        {
                            "vulnerability": "VCID-svzy-7pke-2bdr"
                        },
                        {
                            "vulnerability": "VCID-tcng-tr33-zqaa"
                        },
                        {
                            "vulnerability": "VCID-ugds-eqgw-fbbz"
                        },
                        {
                            "vulnerability": "VCID-ut69-5v6z-dyd9"
                        },
                        {
                            "vulnerability": "VCID-wa8k-r4vp-e7hk"
                        },
                        {
                            "vulnerability": "VCID-wgcp-nzu8-47dr"
                        },
                        {
                            "vulnerability": "VCID-za3a-c9m1-jqgz"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/vllm@0.8.0"
                }
            ],
            "aliases": [
                "GHSA-ggpf-24jw-3fcw"
            ],
            "risk_score": null,
            "exploitability": null,
            "weighted_severity": null,
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-prmn-2c4w-uuh5"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/57230?format=api",
            "vulnerability_id": "VCID-q5vf-2w1m-4fb1",
            "summary": "Data exposure via ZeroMQ on multi-node vLLM deployment\nIn a multi-node vLLM deployment, vLLM uses ZeroMQ for some multi-node communication purposes. The primary vLLM host opens an `XPUB` ZeroMQ socket and binds it to ALL interfaces. While the socket is always opened for a multi-node deployment, it is only used when doing tensor parallelism across multiple hosts.\n\nAny client with network access to this host can connect to this `XPUB` socket unless its port is blocked by a firewall. Once connected, these arbitrary clients will receive all of the same data broadcasted to all of the secondary vLLM hosts. This data is internal vLLM state information that is not useful to an attacker.\n\nBy potentially connecting to this socket many times and not reading data published to them, an attacker can also cause a denial of service by slowing down or potentially blocking the publisher.",
            "references": [
                {
                    "reference_url": "https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2025-30202.json",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.5",
                            "scoring_system": "cvssv3",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N"
                        }
                    ],
                    "url": "https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2025-30202.json"
                },
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2025-30202",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00447",
                            "scoring_system": "epss",
                            "scoring_elements": "0.6385",
                            "published_at": "2026-06-05T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2025-30202"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.5",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/commit/a0304dc504c85f421d38ef47c64f83046a13641c",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.5",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:Y/T:P/P:M/B:A/M:M/D:T/2025-04-30T13:16:29Z/"
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/commit/a0304dc504c85f421d38ef47c64f83046a13641c"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/pull/17197",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.5",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/pull/17197"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/pull/6183",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.5",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:Y/T:P/P:M/B:A/M:M/D:T/2025-04-30T13:16:29Z/"
                        }
                    ],
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                },
                {
                    "reference_url": "https://bugzilla.redhat.com/show_bug.cgi?id=2355251",
                    "reference_id": "2355251",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://bugzilla.redhat.com/show_bug.cgi?id=2355251"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2025-30202",
                    "reference_id": "CVE-2025-30202",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.5",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://nvd.nist.gov/vuln/detail/CVE-2025-30202"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-9f8f-2vmf-885j",
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                    "reference_type": "",
                    "scores": [],
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                        {
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                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:Y/T:P/P:M/B:A/M:M/D:T/2025-04-30T13:16:29Z/"
                        }
                    ],
                    "url": "https://github.com/vllm-project/vllm/security/advisories/GHSA-9f8f-2vmf-885j"
                }
            ],
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                    "purl": "pkg:pypi/vllm@0.8.5",
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                        {
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                        },
                        {
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                        },
                        {
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                        },
                        {
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                        {
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                        {
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                        },
                        {
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                        },
                        {
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                        },
                        {
                            "vulnerability": "VCID-ffxe-muxd-p3b3"
                        },
                        {
                            "vulnerability": "VCID-ggsq-9qgx-vyf6"
                        },
                        {
                            "vulnerability": "VCID-jgbp-dwqq-dbdp"
                        },
                        {
                            "vulnerability": "VCID-nctw-rz8h-f3af"
                        },
                        {
                            "vulnerability": "VCID-nhwm-kq25-t3dt"
                        },
                        {
                            "vulnerability": "VCID-q8jt-32dy-w7cp"
                        },
                        {
                            "vulnerability": "VCID-qake-z4ec-wkdu"
                        },
                        {
                            "vulnerability": "VCID-reu9-dy33-z7ez"
                        },
                        {
                            "vulnerability": "VCID-svzy-7pke-2bdr"
                        },
                        {
                            "vulnerability": "VCID-ugds-eqgw-fbbz"
                        },
                        {
                            "vulnerability": "VCID-ut69-5v6z-dyd9"
                        },
                        {
                            "vulnerability": "VCID-wa8k-r4vp-e7hk"
                        },
                        {
                            "vulnerability": "VCID-wgcp-nzu8-47dr"
                        },
                        {
                            "vulnerability": "VCID-za3a-c9m1-jqgz"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/vllm@0.8.5"
                }
            ],
            "aliases": [
                "CVE-2025-30202",
                "GHSA-9f8f-2vmf-885j"
            ],
            "risk_score": 4.0,
            "exploitability": "0.5",
            "weighted_severity": "8.0",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-q5vf-2w1m-4fb1"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/61813?format=api",
            "vulnerability_id": "VCID-reu9-dy33-z7ez",
            "summary": "vllm: vllm: Uninitialized resource in KV Block Handler via has_mamba_layers function",
            "references": [
                {
                    "reference_url": "https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2026-7141.json",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "5.6",
                            "scoring_system": "cvssv3",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:L"
                        }
                    ],
                    "url": "https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2026-7141.json"
                },
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2026-7141",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00075",
                            "scoring_system": "epss",
                            "scoring_elements": "0.22776",
                            "published_at": "2026-06-05T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2026-7141"
                },
                {
                    "reference_url": "https://github.com/AjAnubolu/vllm/commit/1ad67864c0c20f167929e64c875f5c28e1aad9fd",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "5.1",
                            "scoring_system": "cvssv2",
                            "scoring_elements": "AV:N/AC:H/Au:N/C:P/I:P/A:P/E:POC/RL:OF/RC:C"
                        },
                        {
                            "value": "5.6",
                            "scoring_system": "cvssv3",
                            "scoring_elements": "CVSS:3.0/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:L/E:P/RL:O/RC:C"
                        },
                        {
                            "value": "5.6",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:L/E:P/RL:O/RC:C"
                        },
                        {
                            "value": "5.6",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:L"
                        },
                        {
                            "value": "2.9",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P"
                        },
                        {
                            "value": "6.3",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P"
                        },
                        {
                            "value": "LOW",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2026-04-27T17:41:12Z/"
                        }
                    ],
                    "url": "https://github.com/AjAnubolu/vllm/commit/1ad67864c0c20f167929e64c875f5c28e1aad9fd"
                },
                {
                    "reference_url": "https://github.com/vllm-project/vllm/issues/39146",
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            "summary": "vLLM Vulnerable to Remote DoS via Special-Token Placeholders\n## Summary\nThis report explains a Token Injection vulnerability in vLLM’s multimodal processing. Unauthenticated, text-only prompts that spell special tokens are interpreted as control. Image and video placeholder sequences supplied without matching data cause vLLM to index into empty grids during input-position computation, raising an unhandled IndexError and terminating the worker or degrading availability. Multimodal paths that rely on `image_grid_thw`/`video_grid_thw` are affected. Severity: High (remote DoS). Reproduced on vLLM 0.10.0 with Qwen2.5-VL.\n\n## Details\n- Affected component: multimodal input position computation.\n- File/functions (paths are indicative):\n  - vllm/model_executor/layers/rotary_embedding.py\n    - get_input_positions_tensor(...)\n    - _vl_get_input_positions_tensor(...)\n- Failure mechanism:\n  - The code counts detected vision tokens and then indexes video_grid_thw/image_grid_thw accordingly.\n  - When user input carries placeholder tokens but no actual multimodal payload, these grids are empty. The code does not bounds-check before indexing.\n\nRepresentative snippet (context):\n```python\n# vllm/model_executor/layers/rotary_embedding.py\n@classmethod\ndef _vl_get_input_positions_tensor(\n    cls,\n    input_tokens,\n    hf_config,\n    image_grid_thw,\n    video_grid_thw,\n    ...,\n):\n    # detect video tokens\n    video_nums = (vision_tokens == video_token_id).sum()\n    # later in processing\n    t, h, w = (\n        video_grid_thw[video_index][0],  # IndexError if no video data\n        video_grid_thw[video_index][1],\n        video_grid_thw[video_index][2],\n    )\n```\n\nAbbreviated call path:\n```\nOpenAI API request\n → vllm.v1.engine.core: step/execute_model\n → vllm.v1.worker.gpu_model_runner: _update_states/execute_model\n → vllm.model_executor.layers.rotary_embedding: get_input_positions_tensor\n → _vl_get_input_positions_tensor\n → IndexError: list index out of range\n```\n\n## PoC\n### Environment\n- vLLM: 0.10.0\n- Model: Qwen/Qwen2.5-VL-3B-Instruct\n- Launch server:\n```bash\npython -m vllm.entrypoints.openai.api_server \\\n  --model Qwen/Qwen2.5-VL-3B-Instruct \\\n  --port 8000\n```\n\n### Request (text-only, no image/video data)\n```bash\ncat > request.json <<'JSON'\n{\n  \"model\": \"Qwen/Qwen2.5-VL-3B-Instruct\",\n  \"messages\": [\n    {\n      \"role\": \"user\",\n      \"content\": [\n        { \"type\": \"text\",\n          \"text\": \"what's in picture <|vision_start|><|image_pad|><|vision_end|>\" }\n      ]\n    }\n  ]\n}\nJSON\n\ncurl -s http://127.0.0.1:8000/v1/chat/completions \\\n  -H 'Content-Type: application/json' \\\n  --data @request.json\n```\n\n### Observed result\n- HTTP 500; logs show IndexError: list index out of range from _vl_get_input_positions_tensor(...).\n- In some deployments, the worker exits and capacity remains reduced until manual restart.\n\n## Impact\n- Type: Token Injection leading to Remote Denial of Service (unauthenticated). A single request can trigger the fault.\n- Scope: Any vLLM deployment that serves VLMs and accepts raw user text via OpenAI-compatible endpoints (self-hosted or proxied/managed fronts).\n- Effect: Request → unhandled exception in position computation → worker termination / service unavailability.\n\n## Fixes\n\n* Changes associated with https://github.com/vllm-project/vllm/issues/32656\n\n## Credits\nPengyu Ding (Infra Security, Ant Group)  \nZiteng Xu (Infra Security, Ant Group)",
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            "summary": "vLLM is a high-throughput and memory-efficient inference and serving engine for LLMs. Maliciously constructed statements can lead to hash collisions, resulting in cache reuse, which can interfere with subsequent responses and cause unintended behavior. Prefix caching makes use of Python's built-in hash() function. As of Python 3.12, the behavior of hash(None) has changed to be a predictable constant value. This makes it more feasible that someone could try exploit hash collisions. The impact of a collision would be using cache that was generated using different content. Given knowledge of prompts in use and predictable hashing behavior, someone could intentionally populate the cache using a prompt known to collide with another prompt in use. This issue has been addressed in version 0.7.2 and all users are advised to upgrade. There are no known workarounds for this vulnerability.",
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                        },
                        {
                            "vulnerability": "VCID-za3a-c9m1-jqgz"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/vllm@0.7.2"
                }
            ],
            "aliases": [
                "CVE-2025-25183",
                "GHSA-rm76-4mrf-v9r8",
                "PYSEC-2025-62"
            ],
            "risk_score": 1.4,
            "exploitability": "0.5",
            "weighted_severity": "2.7",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-737m-tpkz-qffm"
        }
    ],
    "risk_score": "4.5",
    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/vllm@0.7.2"
}