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OpenShift AI CVE-2026-16456

| EUVDEUVD-2026-55811 MEDIUM
Unintended Proxy or Intermediary ('Confused Deputy') (CWE-441)
2026-08-10 redhat GHSA-w7qg-jg9c-w9mm
6.5
CVSS 3.1 · Vendor: redhat
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Severity by source

Vendor (redhat) PRIMARY
6.5 MEDIUM
AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
vuln.today AI
7.7 HIGH

Scope changed because the attacker exploits the controller's elevated cluster permissions to access secrets in namespaces outside their own authorization boundary.

3.1 AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:N/A:N
4.0 AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:N/SC:H/SI:N/SA:N
Red Hat
6.5 HIGH
qualitative

Primary rating from Vendor (redhat).

CVSS VectorVendor: redhat

Attack Vector
Network
Attack Complexity
Low
Privileges Required
Low
User Interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
None
Availability
None

Lifecycle Timeline

1
Analysis Generated
Aug 10, 2026 - 21:40 vuln.today

DescriptionCVE.org

A flaw was found in the odh-model-controller. An authenticated user with permissions to create custom resources can exploit a vulnerability in the loadSecret function. This function improperly reads the Secret namespace from user-controlled input without validation. This allows an attacker to read sensitive API keys and cloud credentials from other namespaces, leading to information disclosure.

AnalysisAI

Sensitive credential disclosure in Red Hat OpenShift AI's odh-model-controller component exposes Kubernetes Secrets - including cloud provider credentials and API keys - across namespace boundaries to any authenticated user holding custom resource creation permissions. The root cause is a confused deputy flaw (CWE-441) in the loadSecret function, which accepts user-controlled namespace input without validation, allowing the controller's elevated cluster-wide RBAC permissions to be turned against secrets in namespaces the attacker could not directly access. No public exploit code or CISA KEV listing is identified at time of analysis.

Technical ContextAI

The affected component is odh-model-controller, the Kubernetes operator backing Red Hat OpenShift AI (RHOAI), as identified by CPE cpe:2.3:a:red_hat:red_hat_openshift_ai_(rhoai):*:*:*:*:*:*:*:*. The root cause maps to CWE-441 (Unintended Proxy or Intermediary, commonly called the Confused Deputy problem): the controller runs with broad cluster-level RBAC permissions that permit it to read Kubernetes Secrets across multiple namespaces as part of its legitimate model-serving functions. The loadSecret function accepts a namespace value directly from fields within a user-submitted custom resource, then performs a Secret read against that namespace without verifying the requesting user holds authorization to access secrets in it. There is no cross-check between the requested namespace and the submitting user's own RBAC entitlements. The controller thus acts as a privileged proxy, fetching resources on behalf of a user who would be denied the same request if issued directly against the Kubernetes API.

RemediationAI

No specific fixed version is confirmed in the available data; patch availability should be tracked through the Red Hat advisory at https://access.redhat.com/security/cve/CVE-2026-16456 and Bugzilla entry https://bugzilla.redhat.com/show_bug.cgi?id=2503159. Patch available per vendor advisory should be applied as soon as a fixed RHOAI release is published. As a compensating control prior to patching, tighten RBAC by removing or restricting custom resource creation rights for odh-model-controller-managed resource types to only the users and service accounts that operationally require them - this directly gates who can reach the vulnerable loadSecret code path. Additionally, audit existing ClusterRoleBindings and RoleBindings to identify over-privileged users, and consider deploying OPA Gatekeeper or Kyverno admission policies to reject custom resource submissions containing namespace fields that reference namespaces other than the submitter's own. Note that RBAC restriction is the most effective interim control; admission policies add defense-in-depth but require policy authoring and testing to avoid breaking legitimate workflows.

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Vendor StatusVendor

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CVE-2026-16456 vulnerability details – vuln.today

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