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Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."}],"purl":"pkg:oci/vllm-cpu-rhel9@sha256%3Af8a692451f509d11bf166288d614660cf8c15bab7494a822276bf458cfeb757a?arch=amd64&repository_url=registry.redhat.io/rhaii/vllm-cpu-rhel9&tag=1791857301","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"Red Hat AI Inference Server 3.4:registry.redhat.io/rhaii/vllm-cuda-rhel9@sha256:d8d762cc0a3bb9782fdb32ddebfb2756d79ebed8e2964ee910a9ece352afa03a_arm64","product":"registry.redhat.io/rhaii/vllm-cuda-rhel9@sha256:d8d762cc0a3bb9782fdb32ddebfb2756d79ebed8e2964ee910a9ece352afa03a_arm64 as a component of Red Hat AI Inference Server 3.4","status":"fixed","remediations":[{"category":"vendor_fix","details":"For more information visit https://access.redhat.com/errata/RHSA-2026:83120","url":"https://access.redhat.com/errata/RHSA-2026:83120"},{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."}],"purl":"pkg:oci/vllm-cuda-rhel9@sha256%3Ad8d762cc0a3bb9782fdb32ddebfb2756d79ebed8e2964ee910a9ece352afa03a?arch=arm64&repository_url=registry.redhat.io/rhaii/vllm-cuda-rhel9&tag=1791857183","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"Red Hat AI Inference Server 3.4:registry.redhat.io/rhaii/vllm-spyre-rhel9@sha256:e4c4daa59819b6a5ac649a09f162e266b8690481f7487860cf39e897fe042a65_amd64","product":"registry.redhat.io/rhaii/vllm-spyre-rhel9@sha256:e4c4daa59819b6a5ac649a09f162e266b8690481f7487860cf39e897fe042a65_amd64 as a component of Red Hat AI Inference Server 3.4","status":"fixed","remediations":[{"category":"vendor_fix","details":"For more information visit https://access.redhat.com/errata/RHSA-2026:83114","url":"https://access.redhat.com/errata/RHSA-2026:83114"},{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."}],"purl":"pkg:oci/vllm-spyre-rhel9@sha256%3Ae4c4daa59819b6a5ac649a09f162e266b8690481f7487860cf39e897fe042a65?arch=amd64&repository_url=registry.redhat.io/rhaii/vllm-spyre-rhel9&tag=1791858592","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"Red Hat AI Inference Server 3.5:registry.redhat.io/rhaii/vllm-gaudi-rhel9@sha256:ba46859d4cb085c111a27bc665c15e5f826320e86c03b940f7a28f40df79ad22_amd64","product":"registry.redhat.io/rhaii/vllm-gaudi-rhel9@sha256:ba46859d4cb085c111a27bc665c15e5f826320e86c03b940f7a28f40df79ad22_amd64 as a component of Red Hat AI Inference Server 3.5","status":"fixed","remediations":[{"category":"vendor_fix","details":"For more information visit https://access.redhat.com/errata/RHSA-2026:82061","url":"https://access.redhat.com/errata/RHSA-2026:82061"},{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."}],"purl":"pkg:oci/vllm-gaudi-rhel9@sha256%3Aba46859d4cb085c111a27bc665c15e5f826320e86c03b940f7a28f40df79ad22?arch=amd64&repository_url=registry.redhat.io/rhaii/vllm-gaudi-rhel9&tag=1791427182","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"Red Hat OpenShift AI 3.4:registry.redhat.io/rhoai/odh-kserve-agent-rhel9@sha256:2813ff65f6c95074862dd66221b7b9b9e99430b3a5d27eba5203e107023f69e9_arm64","product":"registry.redhat.io/rhoai/odh-kserve-agent-rhel9@sha256:2813ff65f6c95074862dd66221b7b9b9e99430b3a5d27eba5203e107023f69e9_arm64 as a component of Red Hat OpenShift AI 3.4","status":"fixed","remediations":[{"category":"vendor_fix","details":"For Red Hat OpenShift AI 3.4.5 see the following documentation, which will be updated shortly for this release, for important instructions on how to upgrade your cluster and fully apply this errata update:\n\nhttps://docs.redhat.com/en/documentation/red_hat_openshift_ai/","url":"https://access.redhat.com/errata/RHSA-2026:84734"},{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."}],"purl":"pkg:oci/odh-kserve-agent-rhel9@sha256%3A2813ff65f6c95074862dd66221b7b9b9e99430b3a5d27eba5203e107023f69e9?arch=arm64&repository_url=registry.redhat.io/rhoai/odh-kserve-agent-rhel9&tag=1791468381","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"Red Hat OpenShift AI 3.4:registry.redhat.io/rhoai/odh-kserve-controller-rhel9@sha256:51997b1a7e5e2f3c0bd76b7d23fda33902843addafcbba6333b27d5c72beb5c4_amd64","product":"registry.redhat.io/rhoai/odh-kserve-controller-rhel9@sha256:51997b1a7e5e2f3c0bd76b7d23fda33902843addafcbba6333b27d5c72beb5c4_amd64 as a component of Red Hat OpenShift AI 3.4","status":"fixed","remediations":[{"category":"vendor_fix","details":"For Red Hat OpenShift AI 3.4.5 see the following documentation, which will be updated shortly for this release, for important instructions on how to upgrade your cluster and fully apply this errata update:\n\nhttps://docs.redhat.com/en/documentation/red_hat_openshift_ai/","url":"https://access.redhat.com/errata/RHSA-2026:84734"},{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."}],"purl":"pkg:oci/odh-kserve-controller-rhel9@sha256%3A51997b1a7e5e2f3c0bd76b7d23fda33902843addafcbba6333b27d5c72beb5c4?arch=amd64&repository_url=registry.redhat.io/rhoai/odh-kserve-controller-rhel9&tag=1791468368","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"Red Hat OpenShift AI 3.4:registry.redhat.io/rhoai/odh-kserve-controller-rhel9@sha256:a2967b5e30b4b8c6299abde8dc0fcab8ceb15581aff94dda4f02ac6e6aa05cb7_s390x","product":"registry.redhat.io/rhoai/odh-kserve-controller-rhel9@sha256:a2967b5e30b4b8c6299abde8dc0fcab8ceb15581aff94dda4f02ac6e6aa05cb7_s390x as a component of Red Hat OpenShift AI 3.4","status":"fixed","remediations":[{"category":"vendor_fix","details":"For Red Hat OpenShift AI 3.4.5 see the following documentation, which will be updated shortly for this release, for important instructions on how to upgrade your cluster and fully apply this errata update:\n\nhttps://docs.redhat.com/en/documentation/red_hat_openshift_ai/","url":"https://access.redhat.com/errata/RHSA-2026:84734"},{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."}],"purl":"pkg:oci/odh-kserve-controller-rhel9@sha256%3Aa2967b5e30b4b8c6299abde8dc0fcab8ceb15581aff94dda4f02ac6e6aa05cb7?arch=s390x&repository_url=registry.redhat.io/rhoai/odh-kserve-controller-rhel9&tag=1791468368","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"Red Hat OpenShift AI 3.4:registry.redhat.io/rhoai/odh-kserve-router-rhel9@sha256:24cf45f8cc50e378b6a7ecb0f42568f6426242af8b2751d60350d04b3817ccd4_s390x","product":"registry.redhat.io/rhoai/odh-kserve-router-rhel9@sha256:24cf45f8cc50e378b6a7ecb0f42568f6426242af8b2751d60350d04b3817ccd4_s390x as a component of Red Hat OpenShift AI 3.4","status":"fixed","remediations":[{"category":"vendor_fix","details":"For Red Hat OpenShift AI 3.4.5 see the following documentation, which will be updated shortly for this release, for important instructions on how to upgrade your cluster and fully apply this errata update:\n\nhttps://docs.redhat.com/en/documentation/red_hat_openshift_ai/","url":"https://access.redhat.com/errata/RHSA-2026:84734"},{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."}],"purl":"pkg:oci/odh-kserve-router-rhel9@sha256%3A24cf45f8cc50e378b6a7ecb0f42568f6426242af8b2751d60350d04b3817ccd4?arch=s390x&repository_url=registry.redhat.io/rhoai/odh-kserve-router-rhel9&tag=1791468401","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"Red Hat OpenShift AI 3.4:registry.redhat.io/rhoai/odh-kserve-router-rhel9@sha256:96ddd9921ce58a1df83c1a89a2046651feaeb2db91e8f48740335ac7096a3457_arm64","product":"registry.redhat.io/rhoai/odh-kserve-router-rhel9@sha256:96ddd9921ce58a1df83c1a89a2046651feaeb2db91e8f48740335ac7096a3457_arm64 as a component of Red Hat OpenShift AI 3.4","status":"fixed","remediations":[{"category":"vendor_fix","details":"For Red Hat OpenShift AI 3.4.5 see the following documentation, which will be updated shortly for this release, for important instructions on how to upgrade your cluster and fully apply this errata update:\n\nhttps://docs.redhat.com/en/documentation/red_hat_openshift_ai/","url":"https://access.redhat.com/errata/RHSA-2026:84734"},{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."}],"purl":"pkg:oci/odh-kserve-router-rhel9@sha256%3A96ddd9921ce58a1df83c1a89a2046651feaeb2db91e8f48740335ac7096a3457?arch=arm64&repository_url=registry.redhat.io/rhoai/odh-kserve-router-rhel9&tag=1791468401","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"Red Hat OpenShift AI 3.4:registry.redhat.io/rhoai/odh-kserve-storage-initializer-rhel9@sha256:2ab213b45e46bccd7c9287a9b402100d46d25e9e58118ae57864513de58e77ca_ppc64le","product":"registry.redhat.io/rhoai/odh-kserve-storage-initializer-rhel9@sha256:2ab213b45e46bccd7c9287a9b402100d46d25e9e58118ae57864513de58e77ca_ppc64le as a component of Red Hat OpenShift AI 3.4","status":"fixed","remediations":[{"category":"vendor_fix","details":"For Red Hat OpenShift AI 3.4.5 see the following documentation, which will be updated shortly for this release, for important instructions on how to upgrade your cluster and fully apply this errata update:\n\nhttps://docs.redhat.com/en/documentation/red_hat_openshift_ai/","url":"https://access.redhat.com/errata/RHSA-2026:84734"},{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."}],"purl":"pkg:oci/odh-kserve-storage-initializer-rhel9@sha256%3A2ab213b45e46bccd7c9287a9b402100d46d25e9e58118ae57864513de58e77ca?arch=ppc64le&repository_url=registry.redhat.io/rhoai/odh-kserve-storage-initializer-rhel9&tag=1790958549","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"Red Hat OpenShift AI 3.4:registry.redhat.io/rhoai/odh-kserve-storage-initializer-rhel9@sha256:856c7748eb45dbd190fb16fe90a09546ac8febf2f83e41d8068e8ac759442018_amd64","product":"registry.redhat.io/rhoai/odh-kserve-storage-initializer-rhel9@sha256:856c7748eb45dbd190fb16fe90a09546ac8febf2f83e41d8068e8ac759442018_amd64 as a component of Red Hat OpenShift AI 3.4","status":"fixed","remediations":[{"category":"vendor_fix","details":"For Red Hat OpenShift AI 3.4.5 see the following documentation, which will be updated shortly for this release, for important instructions on how to upgrade your cluster and fully apply this errata update:\n\nhttps://docs.redhat.com/en/documentation/red_hat_openshift_ai/","url":"https://access.redhat.com/errata/RHSA-2026:84734"},{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."}],"purl":"pkg:oci/odh-kserve-storage-initializer-rhel9@sha256%3A856c7748eb45dbd190fb16fe90a09546ac8febf2f83e41d8068e8ac759442018?arch=amd64&repository_url=registry.redhat.io/rhoai/odh-kserve-storage-initializer-rhel9&tag=1790958549","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"red_hat_ai_inference_server:rhaii/vllm-neuron-rhel9","product":"rhaii/vllm-neuron-rhel9 as a component of Red Hat AI Inference Server","status":"known_affected","remediations":[{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."},{"category":"no_fix_planned","details":"Will not fix"}],"purl":"pkg:oci/vllm-neuron-rhel9@sha256:1079c9afecdbc33f4790792f0d712dbf7523790a92dcfbe8fb5cf4c2d282fc5b?repository_url=registry.redhat.io/rhaii/vllm-neuron-rhel9","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"red_hat_ai_inference_server:rhaiis/vllm-cpu-rhel9","product":"rhaiis/vllm-cpu-rhel9 as a component of Red Hat AI Inference Server","status":"known_affected","remediations":[{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."},{"category":"no_fix_planned","details":"Will not fix"}],"purl":"pkg:oci/vllm-cpu-rhel9@sha256:fb7791bbfea99e9f81529fe8cc1e7c834ca470585c27590e3d0a6834167cd436?repository_url=registry.redhat.io/rhaiis/vllm-cpu-rhel9","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"red_hat_ai_inference_server:rhaiis/vllm-cuda-rhel9","product":"rhaiis/vllm-cuda-rhel9 as a component of Red Hat AI Inference Server","status":"known_affected","remediations":[{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."},{"category":"none_available","details":"Affected"}],"purl":"pkg:oci/vllm-cuda-rhel9@sha256:73bbc4560132c4aaa9bbd608ce9560eeae7b30bcc8f014da460afa5622139372?repository_url=registry.redhat.io/rhaiis/vllm-cuda-rhel9","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"red_hat_ai_inference_server:rhaiis/vllm-rocm-rhel9","product":"rhaiis/vllm-rocm-rhel9 as a component of Red Hat AI Inference Server","status":"known_affected","remediations":[{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."},{"category":"none_available","details":"Affected"}],"purl":"pkg:oci/vllm-rocm-rhel9@sha256:37b64a8df90756aae0ee96d2f07765adbce5ed5beb2414ac3845806ad2219cfc?repository_url=registry.redhat.io/rhaiis/vllm-rocm-rhel9","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"red_hat_ai_inference_server:rhaiis/vllm-spyre-rhel9","product":"rhaiis/vllm-spyre-rhel9 as a component of Red Hat AI Inference Server","status":"known_affected","remediations":[{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. Modifying reverse proxy rules or applying network policies may require a service configuration reload or restart, which can temporarily disrupt in-flight connections."},{"category":"no_fix_planned","details":"Will not fix"}],"purl":"pkg:oci/vllm-spyre-rhel9@sha256:3dd7eff1c62cd4609b4c76590b77bb801cd064e40642ed32b5aa900a6bc643ea?repository_url=registry.redhat.io/rhaiis/vllm-spyre-rhel9","origins":[{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json"}]},{"source":"redhat","sourceId":"CVE-2026-93592","modified":"2026-10-19T11:31:30+00:00","url":"https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-93592.json","productId":"red_hat_enterprise_linux_ai_(rhel_ai)_3:rhelai3/bootc-aws-cuda-rhel9","product":"rhelai3/bootc-aws-cuda-rhel9 as a component of Red Hat Enterprise Linux AI (RHEL AI) 3","status":"known_affected","remediations":[{"category":"workaround","details":"Restrict access to the inference service or filter requests at an upstream reverse proxy or API gateway:\n\n1. Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. 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Limit network access: Deploy firewall rules or OpenShift NetworkPolicies so that the inference server ports and endpoints are accessible only by authenticated, trusted internal clients.\n2. Ingress request validation: Configure an API gateway or reverse proxy placed in front of the model server to inspect request payloads for the `/v1/embeddings` and `/pooling` endpoints, rejecting requests where the `input` array contains negative numbers, or restricting untrusted clients to submitting text prompt strings rather than raw token lists.\n\nCaveats: Inspecting request bodies at an intermediary gateway layer may introduce slight processing latency. 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