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          ]
        }
      ],
      "notes": [
        {
          "category": "description",
          "text": "A flaw was found in ray. The job submission API allows a remote attacker to execute arbitrary code due to insufficient input validation. An unauthenticated attacker can trigger this vulnerability by sending a malicious job submission request. Successful exploitation results in arbitrary code execution on the affected Ray cluster.",
          "title": "Vulnerability description"
        }
      ],
      "product_status": {
        "fixed": [
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          "ai-inference-server-3.2::el9:rhaiis/vllm-cuda-rhel9",
          "ai-inference-server-3.2::el9:rhaiis/vllm-rocm-rhel9"
        ],
        "known_not_affected": [
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      },
      "references": [
        {
          "category": "self",
          "summary": "Canonical URL",
          "url": "https://access.redhat.com/security/cve/CVE-2023-48022"
        },
        {
          "category": "external",
          "summary": "nvd.nist.gov",
          "url": "https://nvd.nist.gov/vuln/detail/CVE-2023-48022"
        },
        {
          "category": "external",
          "summary": "www.cve.org",
          "url": "https://www.cve.org/CVERecord?id=CVE-2023-48022"
        }
      ],
      "remediations": [
        {
          "category": "vendor_fix",
          "date": "2025-12-10T18:24:36+00:00",
          "details": "Apply advisory RHSA-2025:23078 as per vendors instructions.",
          "product_ids": [
            "ai-inference-server-3.2::el9:rhaiis/vllm-cuda-rhel9"
          ],
          "url": "https://access.redhat.com/errata/RHSA-2025:23078"
        },
        {
          "category": "vendor_fix",
          "date": "2026-02-27T14:54:46+00:00",
          "details": "Apply advisory RHSA-2026:3461 as per vendors instructions.",
          "product_ids": [
            "ai-inference-server-3.2::el9:rhaiis/vllm-cuda-rhel9"
          ],
          "url": "https://access.redhat.com/errata/RHSA-2026:3461"
        },
        {
          "category": "vendor_fix",
          "date": "2025-12-10T18:25:33+00:00",
          "details": "Apply advisory RHSA-2025:23079 as per vendors instructions.",
          "product_ids": [
            "ai-inference-server-3.2::el9:rhaiis/vllm-rocm-rhel9"
          ],
          "url": "https://access.redhat.com/errata/RHSA-2025:23079"
        },
        {
          "category": "vendor_fix",
          "date": "2025-12-10T18:26:32+00:00",
          "details": "Apply advisory RHSA-2025:23080 as per vendors instructions.",
          "product_ids": [
            "ai-inference-server-3.2::el9:rhaiis/model-opt-cuda-rhel9"
          ],
          "url": "https://access.redhat.com/errata/RHSA-2025:23080"
        },
        {
          "category": "vendor_fix",
          "date": "2026-02-27T14:55:49+00:00",
          "details": "Apply advisory RHSA-2026:3462 as per vendors instructions.",
          "product_ids": [
            "ai-inference-server-3.2::el9:rhaiis/vllm-rocm-rhel9"
          ],
          "url": "https://access.redhat.com/errata/RHSA-2026:3462"
        }
      ],
      "threats": [
        {
          "category": "impact",
          "details": "Important",
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            "rhoai-2.21:rhoai/odh-mm-rest-proxy-rhel8",
            "rhoai-2.21:rhoai/odh-mm-rest-proxy-rhel9",
            "rhoai-2.21:rhoai/odh-model-controller-rhel8",
            "rhoai-2.21:rhoai/odh-model-controller-rhel9",
            "rhoai-2.21:rhoai/odh-model-registry-operator-rhel8",
            "rhoai-2.21:rhoai/odh-model-registry-operator-rhel9",
            "rhoai-2.21:rhoai/odh-model-registry-rhel8",
            "rhoai-2.21:rhoai/odh-model-registry-rhel9",
            "rhoai-2.21:rhoai/odh-modelmesh-rhel8",
            "rhoai-2.21:rhoai/odh-modelmesh-rhel9",
            "rhoai-2.21:rhoai/odh-modelmesh-runtime-adapter-rhel8",
            "rhoai-2.21:rhoai/odh-modelmesh-runtime-adapter-rhel9",
            "rhoai-2.21:rhoai/odh-modelmesh-serving-controller-rhel8",
            "rhoai-2.21:rhoai/odh-modelmesh-serving-controller-rhel9",
            "rhoai-2.21:rhoai/odh-notebook-controller-rhel8",
            "rhoai-2.21:rhoai/odh-notebook-controller-rhel9",
            "rhoai-2.21:rhoai/odh-rhel8-operator",
            "rhoai-2.21:rhoai/odh-rhel9-operator",
            "rhoai-2.21:rhoai/odh-training-operator-rhel8",
            "rhoai-2.21:rhoai/odh-training-operator-rhel9",
            "rhoai-2.21:rhoai/odh-trustyai-service-operator-rhel8",
            "rhoai-2.21:rhoai/odh-trustyai-service-operator-rhel9",
            "rhoai-2.21:rhoai/odh-trustyai-service-rhel8",
            "rhoai-2.21:rhoai/odh-trustyai-service-rhel9",
            "rhoai-2.22:rhoai/odh-codeflare-operator-rhel8",
            "rhoai-2.22:rhoai/odh-codeflare-operator-rhel9",
            "rhoai-2.22:rhoai/odh-dashboard-rhel8",
            "rhoai-2.22:rhoai/odh-data-science-pipelines-argo-argoexec-rhel8",
            "rhoai-2.22:rhoai/odh-data-science-pipelines-argo-workflowcontroller-rhel8",
            "rhoai-2.22:rhoai/odh-data-science-pipelines-operator-controller-rhel8",
            "rhoai-2.22:rhoai/odh-data-science-pipelines-operator-controller-rhel9",
            "rhoai-2.22:rhoai/odh-kf-notebook-controller-rhel8",
            "rhoai-2.22:rhoai/odh-kf-notebook-controller-rhel9",
            "rhoai-2.22:rhoai/odh-kuberay-operator-controller-rhel8",
            "rhoai-2.22:rhoai/odh-kuberay-operator-controller-rhel9",
            "rhoai-2.22:rhoai/odh-kueue-controller-rhel8",
            "rhoai-2.22:rhoai/odh-kueue-controller-rhel9",
            "rhoai-2.22:rhoai/odh-ml-pipelines-api-server-v2-rhel8",
            "rhoai-2.22:rhoai/odh-ml-pipelines-driver-rhel8",
            "rhoai-2.22:rhoai/odh-ml-pipelines-launcher-rhel8",
            "rhoai-2.22:rhoai/odh-ml-pipelines-persistenceagent-v2-rhel8",
            "rhoai-2.22:rhoai/odh-ml-pipelines-runtime-generic-rhel8",
            "rhoai-2.22:rhoai/odh-ml-pipelines-runtime-generic-rhel9",
            "rhoai-2.22:rhoai/odh-ml-pipelines-scheduledworkflow-v2-rhel8",
            "rhoai-2.22:rhoai/odh-mlmd-grpc-server-rhel8",
            "rhoai-2.22:rhoai/odh-mlmd-grpc-server-rhel9",
            "rhoai-2.22:rhoai/odh-mm-rest-proxy-rhel8",
            "rhoai-2.22:rhoai/odh-mm-rest-proxy-rhel9",
            "rhoai-2.22:rhoai/odh-model-controller-rhel8",
            "rhoai-2.22:rhoai/odh-model-controller-rhel9",
            "rhoai-2.22:rhoai/odh-model-registry-operator-rhel8",
            "rhoai-2.22:rhoai/odh-model-registry-operator-rhel9",
            "rhoai-2.22:rhoai/odh-model-registry-rhel8",
            "rhoai-2.22:rhoai/odh-model-registry-rhel9",
            "rhoai-2.22:rhoai/odh-modelmesh-rhel8",
            "rhoai-2.22:rhoai/odh-modelmesh-rhel9",
            "rhoai-2.22:rhoai/odh-modelmesh-runtime-adapter-rhel8",
            "rhoai-2.22:rhoai/odh-modelmesh-runtime-adapter-rhel9",
            "rhoai-2.22:rhoai/odh-modelmesh-serving-controller-rhel8",
            "rhoai-2.22:rhoai/odh-modelmesh-serving-controller-rhel9",
            "rhoai-2.22:rhoai/odh-notebook-controller-rhel8",
            "rhoai-2.22:rhoai/odh-notebook-controller-rhel9",
            "rhoai-2.22:rhoai/odh-rhel8-operator",
            "rhoai-2.22:rhoai/odh-rhel9-operator",
            "rhoai-2.22:rhoai/odh-training-operator-rhel8",
            "rhoai-2.22:rhoai/odh-training-operator-rhel9",
            "rhoai-2.22:rhoai/odh-trustyai-service-operator-rhel8",
            "rhoai-2.22:rhoai/odh-trustyai-service-operator-rhel9",
            "rhoai-2.22:rhoai/odh-trustyai-service-rhel8",
            "rhoai-2.22:rhoai/odh-trustyai-service-rhel9",
            "rhoai-2.25:rhoai/odh-codeflare-operator-rhel8",
            "rhoai-2.25:rhoai/odh-codeflare-operator-rhel9",
            "rhoai-2.25:rhoai/odh-dashboard-rhel8",
            "rhoai-2.25:rhoai/odh-data-science-pipelines-argo-argoexec-rhel8",
            "rhoai-2.25:rhoai/odh-data-science-pipelines-argo-workflowcontroller-rhel8",
            "rhoai-2.25:rhoai/odh-data-science-pipelines-operator-controller-rhel8",
            "rhoai-2.25:rhoai/odh-data-science-pipelines-operator-controller-rhel9",
            "rhoai-2.25:rhoai/odh-kf-notebook-controller-rhel8",
            "rhoai-2.25:rhoai/odh-kf-notebook-controller-rhel9",
            "rhoai-2.25:rhoai/odh-kuberay-operator-controller-rhel8",
            "rhoai-2.25:rhoai/odh-kuberay-operator-controller-rhel9",
            "rhoai-2.25:rhoai/odh-kueue-controller-rhel8",
            "rhoai-2.25:rhoai/odh-kueue-controller-rhel9",
            "rhoai-2.25:rhoai/odh-ml-pipelines-api-server-v2-rhel8",
            "rhoai-2.25:rhoai/odh-ml-pipelines-driver-rhel8",
            "rhoai-2.25:rhoai/odh-ml-pipelines-launcher-rhel8",
            "rhoai-2.25:rhoai/odh-ml-pipelines-persistenceagent-v2-rhel8",
            "rhoai-2.25:rhoai/odh-ml-pipelines-runtime-generic-rhel8",
            "rhoai-2.25:rhoai/odh-ml-pipelines-runtime-generic-rhel9",
            "rhoai-2.25:rhoai/odh-ml-pipelines-scheduledworkflow-v2-rhel8",
            "rhoai-2.25:rhoai/odh-mlmd-grpc-server-rhel8",
            "rhoai-2.25:rhoai/odh-mlmd-grpc-server-rhel9",
            "rhoai-2.25:rhoai/odh-mm-rest-proxy-rhel8",
            "rhoai-2.25:rhoai/odh-mm-rest-proxy-rhel9",
            "rhoai-2.25:rhoai/odh-model-controller-rhel8",
            "rhoai-2.25:rhoai/odh-model-controller-rhel9",
            "rhoai-2.25:rhoai/odh-model-registry-operator-rhel8",
            "rhoai-2.25:rhoai/odh-model-registry-operator-rhel9",
            "rhoai-2.25:rhoai/odh-model-registry-rhel8",
            "rhoai-2.25:rhoai/odh-model-registry-rhel9",
            "rhoai-2.25:rhoai/odh-modelmesh-rhel8",
            "rhoai-2.25:rhoai/odh-modelmesh-rhel9",
            "rhoai-2.25:rhoai/odh-modelmesh-runtime-adapter-rhel8",
            "rhoai-2.25:rhoai/odh-modelmesh-runtime-adapter-rhel9",
            "rhoai-2.25:rhoai/odh-modelmesh-serving-controller-rhel8",
            "rhoai-2.25:rhoai/odh-modelmesh-serving-controller-rhel9",
            "rhoai-2.25:rhoai/odh-notebook-controller-rhel8",
            "rhoai-2.25:rhoai/odh-notebook-controller-rhel9",
            "rhoai-2.25:rhoai/odh-rhel8-operator",
            "rhoai-2.25:rhoai/odh-rhel9-operator",
            "rhoai-2.25:rhoai/odh-training-operator-rhel8",
            "rhoai-2.25:rhoai/odh-training-operator-rhel9",
            "rhoai-2.25:rhoai/odh-trustyai-service-operator-rhel8",
            "rhoai-2.25:rhoai/odh-trustyai-service-operator-rhel9",
            "rhoai-2.25:rhoai/odh-trustyai-service-rhel8",
            "rhoai-2.25:rhoai/odh-trustyai-service-rhel9"
          ]
        }
      ],
      "title": "Ray Job Submission Arbitrary Code Execution"
    }
  ]
}