{"data":{"id":"86428914-a84e-44da-a938-8bd5f998581a","title":"CVE-2026-88981: Kubeflow Pipelines enables users to build and deploy portable, scalable machine learning workflows. Prior to 2.18.0…","summary":"CVE-2026-88981 affects Kubeflow Pipelines before 2.18.0. The frontend artifact download path for source=s3 or source=minio, and the archived pod-log path, accept endpoint values from request or workflow metadata without checking them against operator-controlled storage configuration. In the shipped authorization-disabled standalone configuration, an unauthenticated caller can make the shared ml-pipeline-ui pod connect to arbitrary reachable hosts and return response data, and may reveal an access-key identifier when requests are signed with configured object-store credentials.","solution":"Fixed in version 2.18.0.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2026-88981","publishedAt":"2026-11-05T23:17:01.433Z","cveId":"CVE-2026-88981","cweIds":["CWE-918"],"cvssScore":"8.6","cvssSeverity":"high","severity":"high","attackType":["supply_chain"],"issueType":"vulnerability","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":["Kubeflow Pipelines"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":"h1","cvssVector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:N/A:N","attackVector":"network","attackComplexity":"low","privilegesRequired":"none","userInteraction":"none","exploitMaturity":"unknown","epssScore":0,"epssCheckedAt":"2026-11-06T06:09:43.496Z","kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":"2026-11-06T06:09:47.549Z","patchAvailable":null,"disclosureDate":"2026-11-05T23:17:01.433Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":["CAPEC-664"],"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality","availability"],"aiComponentTargeted":"inference","llmSpecific":false,"classifierConfidence":0.85,"researchCategory":null,"atlasIds":["AML.T0010"],"fixes":[]}}