CVE-2026-18621: Incorrect Privilege Assignment in Red Hat Red Hat AI Inference Server
CVE-2026-18621 is a high-severity vulnerability in Red Hat AI Inference Server and Data Science Pipelines Operator that allows an attacker with namespace editor privileges to bypass security hardening. By submitting a malicious Argo Workflow through the V1 API path, the attacker can cause the API server to create pods with elevated privileges. This 'confused deputy' scenario enables the attacker to gain node-root access, allowing arbitrary code execution and full control over the underlying node. The vulnerability arises because the V1 Argo template path bypasses security hardening applied by the V2 compiler. Mitigation involves enforcing restricted pod security policies and ensuring the pipeline-runner ServiceAccount is not bound to privileged or anyuid SCCs.
AI Analysis
Technical Summary
A flaw in Red Hat OpenShift AI (RHOAI) and Data Science Pipelines Operator (DSPO) allows namespace editors to escalate privileges to node-root by exploiting the V1 Argo template API path. This path bypasses the security hardening enforced by the V2 compiler, enabling the API server to act as a confused deputy and create privileged pods in namespaces configured with GPU operators or privileged Security Context Constraints (SCCs). Successful exploitation grants full control over the node, including arbitrary code execution. The vulnerability is tracked as CVE-2026-18621 with a CVSS 3.1 score of 7.6 (high severity).
Potential Impact
An attacker with namespace editor privileges can escalate to node-root privileges, gaining full control over the underlying node. This includes the ability to execute arbitrary code with elevated privileges, potentially compromising the entire node and any workloads running on it. The vulnerability affects namespaces configured with GPU operators or privileged SCCs and leverages a confused deputy scenario in the API server.
Mitigation Recommendations
To mitigate this vulnerability, enforce the Kubernetes pod security policy annotation `pod-security.kubernetes.io/enforce: restricted` on Data Science Project namespaces. Additionally, verify that the `pipeline-runner` ServiceAccount is not bound to privileged or anyuid Security Context Constraints (SCCs). These mitigations reduce the risk by preventing privileged pod creation through the vulnerable API path. Patch status is not confirmed; check the Red Hat advisory at https://access.redhat.com/security/cve/CVE-2026-18621 for updates on official fixes.
CVE-2026-18621: Incorrect Privilege Assignment in Red Hat Red Hat AI Inference Server
Description
CVE-2026-18621 is a high-severity vulnerability in Red Hat AI Inference Server and Data Science Pipelines Operator that allows an attacker with namespace editor privileges to bypass security hardening. By submitting a malicious Argo Workflow through the V1 API path, the attacker can cause the API server to create pods with elevated privileges. This 'confused deputy' scenario enables the attacker to gain node-root access, allowing arbitrary code execution and full control over the underlying node. The vulnerability arises because the V1 Argo template path bypasses security hardening applied by the V2 compiler. Mitigation involves enforcing restricted pod security policies and ensuring the pipeline-runner ServiceAccount is not bound to privileged or anyuid SCCs.
CVSS v3.1
Score 7.6high
AI-Powered Analysis
Machine-generated threat intelligence
Technical Analysis
A flaw in Red Hat OpenShift AI (RHOAI) and Data Science Pipelines Operator (DSPO) allows namespace editors to escalate privileges to node-root by exploiting the V1 Argo template API path. This path bypasses the security hardening enforced by the V2 compiler, enabling the API server to act as a confused deputy and create privileged pods in namespaces configured with GPU operators or privileged Security Context Constraints (SCCs). Successful exploitation grants full control over the node, including arbitrary code execution. The vulnerability is tracked as CVE-2026-18621 with a CVSS 3.1 score of 7.6 (high severity).
Potential Impact
An attacker with namespace editor privileges can escalate to node-root privileges, gaining full control over the underlying node. This includes the ability to execute arbitrary code with elevated privileges, potentially compromising the entire node and any workloads running on it. The vulnerability affects namespaces configured with GPU operators or privileged SCCs and leverages a confused deputy scenario in the API server.
Mitigation Recommendations
To mitigate this vulnerability, enforce the Kubernetes pod security policy annotation `pod-security.kubernetes.io/enforce: restricted` on Data Science Project namespaces. Additionally, verify that the `pipeline-runner` ServiceAccount is not bound to privileged or anyuid Security Context Constraints (SCCs). These mitigations reduce the risk by preventing privileged pod creation through the vulnerable API path. Patch status is not confirmed; check the Red Hat advisory at https://access.redhat.com/security/cve/CVE-2026-18621 for updates on official fixes.
Technical Details
- Data Version
- 5.2
- Assigner Short Name
- redhat
- Date Reserved
- 2026-08-03T08:02:21.941Z
- Cvss Version
- 3.1
- State
- PUBLISHED
- Remediation Level
- null
- Vendor Advisory Urls
- [{"url":"https://access.redhat.com/security/cve/CVE-2026-18621","vendor":"Red Hat"}]
Threat ID: 6a7a3b16bf8831d53985667a
Added to database: 08/10/2026, 20:56:54 UTC
Last enriched: 08/10/2026, 21:13:36 UTC
Last updated: 08/11/2026, 01:04:39 UTC
Views: 5
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