{
    "dataType": "CVE_RECORD",
    "dataVersion": "5.1",
    "cveMetadata": {
        "cveId": "CVE-2025-54413",
        "assignerOrgId": "a0819718-46f1-4df5-94e2-005712e83aaa",
        "state": "PUBLISHED",
        "assignerShortName": "GitHub_M",
        "dateReserved": "2025-07-21T23:18:10.280Z",
        "datePublished": "2025-07-26T03:29:43.716Z",
        "dateUpdated": "2025-07-28T13:59:58.255Z"
    },
    "containers": {
        "cna": {
            "title": "skops' MethodNode can access unexpected object fields through dot notation, leading to arbitrary code execution at load time",
            "problemTypes": [
                {
                    "descriptions": [
                        {
                            "cweId": "CWE-351",
                            "lang": "en",
                            "description": "CWE-351: Insufficient Type Distinction",
                            "type": "CWE"
                        }
                    ]
                }
            ],
            "metrics": [
                {
                    "cvssV4_0": {
                        "attackVector": "LOCAL",
                        "attackComplexity": "LOW",
                        "attackRequirements": "PRESENT",
                        "privilegesRequired": "NONE",
                        "userInteraction": "ACTIVE",
                        "vulnConfidentialityImpact": "HIGH",
                        "vulnIntegrityImpact": "HIGH",
                        "vulnAvailabilityImpact": "HIGH",
                        "subConfidentialityImpact": "HIGH",
                        "subIntegrityImpact": "HIGH",
                        "subAvailabilityImpact": "HIGH",
                        "baseScore": 8.7,
                        "baseSeverity": "HIGH",
                        "vectorString": "CVSS:4.0/AV:L/AC:L/AT:P/PR:N/UI:A/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H",
                        "version": "4.0"
                    }
                }
            ],
            "references": [
                {
                    "name": "https://github.com/skops-dev/skops/security/advisories/GHSA-4v6w-xpmh-gfgp",
                    "tags": [
                        "x_refsource_CONFIRM"
                    ],
                    "url": "https://github.com/skops-dev/skops/security/advisories/GHSA-4v6w-xpmh-gfgp"
                },
                {
                    "name": "https://github.com/skops-dev/skops/security/advisories/GHSA-m7f4-hrc6-fwg3",
                    "tags": [
                        "x_refsource_MISC"
                    ],
                    "url": "https://github.com/skops-dev/skops/security/advisories/GHSA-m7f4-hrc6-fwg3"
                },
                {
                    "name": "https://github.com/skops-dev/skops/commit/0aeca055509dfb48c1506870aabdd9e247adf603",
                    "tags": [
                        "x_refsource_MISC"
                    ],
                    "url": "https://github.com/skops-dev/skops/commit/0aeca055509dfb48c1506870aabdd9e247adf603"
                },
                {
                    "name": "https://drive.google.com/drive/folders/1bmVV18mnPbWy21hVYgf51yVJpf78vtB_?usp=sharing",
                    "tags": [
                        "x_refsource_MISC"
                    ],
                    "url": "https://drive.google.com/drive/folders/1bmVV18mnPbWy21hVYgf51yVJpf78vtB_?usp=sharing"
                },
                {
                    "name": "https://github.com/skops-dev/skops/releases/tag/v0.12.0",
                    "tags": [
                        "x_refsource_MISC"
                    ],
                    "url": "https://github.com/skops-dev/skops/releases/tag/v0.12.0"
                }
            ],
            "affected": [
                {
                    "vendor": "skops-dev",
                    "product": "skops",
                    "versions": [
                        {
                            "version": "< 12.0.0",
                            "status": "affected"
                        }
                    ]
                }
            ],
            "providerMetadata": {
                "orgId": "a0819718-46f1-4df5-94e2-005712e83aaa",
                "shortName": "GitHub_M",
                "dateUpdated": "2025-07-26T03:29:43.716Z"
            },
            "descriptions": [
                {
                    "lang": "en",
                    "value": "skops is a Python library which helps users share and ship their scikit-learn based models. Versions 0.11.0 and below contain an inconsistency in MethodNode, which can be exploited to access unexpected object fields through dot notation. This can be used to achieve arbitrary code execution at load time. While this issue may seem similar to GHSA-m7f4-hrc6-fwg3, it is actually more severe, as it relies on fewer assumptions about trusted types. This is fixed in version 12.0.0."
                }
            ],
            "source": {
                "advisory": "GHSA-4v6w-xpmh-gfgp",
                "discovery": "UNKNOWN"
            }
        },
        "adp": [
            {
                "metrics": [
                    {
                        "other": {
                            "type": "ssvc",
                            "content": {
                                "timestamp": "2025-07-28T13:59:46.714447Z",
                                "id": "CVE-2025-54413",
                                "options": [
                                    {
                                        "Exploitation": "poc"
                                    },
                                    {
                                        "Automatable": "no"
                                    },
                                    {
                                        "Technical Impact": "total"
                                    }
                                ],
                                "role": "CISA Coordinator",
                                "version": "2.0.3"
                            }
                        }
                    }
                ],
                "title": "CISA ADP Vulnrichment",
                "providerMetadata": {
                    "orgId": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
                    "shortName": "CISA-ADP",
                    "dateUpdated": "2025-07-28T13:59:58.255Z"
                }
            }
        ]
    }
}