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OpenShift AI CVE-2026-5483

| EUVDEUVD-2026-21547 CRITICAL
Insertion of Sensitive Information Into Sent Data (CWE-201)
2026-04-10 redhat GHSA-w59f-v72r-w493
9.9
CVSS 3.1 · NVD
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Attack ChainAIDerived

Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain

  1. Access
    Authenticate to odh-dashboard as low-priv user
  2. Delivery
    Call vulnerable NodeJS endpoint
  3. Exploit
    Receive Kubernetes SA token
  4. Execution
    Authenticate to Kubernetes API with token
  5. Impact
    Access/modify cluster resources within SA RBAC

Vulnerability Assessment

Weakness
CWE
OWASP Top 10:2025
A01:2025 - Broken Access Control
ASVS 5.0
V14 - Data Protection Outbound data filtering
Exploitation Conditions

Exploitation requires reaching the specific vulnerable NodeJS endpoint exposed by the odh-dashboard component of Red Hat OpenShift AI; per the CVSS vector (PR:L) the attacker needs low-level authenticated access to the dashboard, with no user interaction (UI:N). Impact is meaningfully gated by the RBAC bound to the disclosed Service Account - the leaked token is only as powerful as that SA's permissions, so clusters with tightly scoped SAs limit downstream damage. Limiting factors: the affected component is only present where RHOAI 2.16 or 3.3 is deployed, the dashboard must be network-reachable by the attacker, and authentication to the dashboard is needed under the stated vector. One caveat for defenders: the intelligence tags include 'Authentication Bypass', which would conflict with PR:L - if an unauthenticated route exists, the authentication prerequisite no longer limits exploitation; verify with the Red Hat advisory.

Impact

The signals are mixed and worth reconciling. CVSS 3.1 is 9.9 (AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H): network-reachable, low complexity, only low privilege required, no user interaction, with total compromise across a scope boundary - a severe score. However EPSS is just 0.06% (20th percentile) and CISA's SSVC framework records Exploitation: none and Automatable: no, while still rating Technical Impact: total. So severity-if-exploited is genuinely high, but the likelihood/automatability signals are low, pointing to a high-impact but not currently mass-exploited issue. There is no KEV listing and no POC referenced, so this is no public exploit identified at time of analysis - not active exploitation. Note one tension to verify: the CVSS vector states PR:L (authenticated), yet the intelligence tags include 'Authentication Bypass'; defenders should confirm with Red Hat whether any unauthenticated path exists, as that would materially raise real-world risk. Overall this is a real priority to patch given total technical impact and a network vector, but the low EPSS/SSVC exploitation signals suggest opportunistic mass exploitation is not yet occurring.

Exploit ScenarioDerived

A data scientist or other low-privileged user with a valid odh-dashboard login (or anyone who can reach the dashboard if an auth-bypass path is confirmed) sends a request to the vulnerable NodeJS endpoint and receives a Kubernetes Service Account token in the response. They present that token to the Kubernetes API server and act with the SA's RBAC permissions to read secrets, modify, or delete cluster resources. No public POC is currently referenced, and the CVSS AC:L/PR:L profile means the technical bar is low for an already-authenticated user.

Act Now Prioritize within 24-48h. Why: CRITICAL severity.
Patch available 0.1% exploitation probability (EPSS)

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AnalysisAIv5 – Jun 30, 2026

Kubernetes Service Account token disclosure in the odh-dashboard component of Red Hat OpenShift AI (RHOAI) lets an authenticated low-privileged user retrieve SA tokens via an exposed NodeJS endpoint, then reuse them to reach Kubernetes resources beyond the dashboard's intended scope. Rated CVSS 9.9 with a changed scope, the flaw effectively converts limited dashboard access into broad cluster access. There is no public exploit identified at time of analysis and EPSS is very low (0.06%), but a vendor patch is already available via Red Hat errata.

Earlier versions of this analysis (4)
v4 Jun 30, 2026 - 03:48 cvss changed CVSS 9.9

Information disclosure of Kubernetes Service Account tokens in the odh-dashboard component of Red Hat OpenShift AI (RHOAI) lets a low-privileged authenticated attacker retrieve credentials via an exposed NodeJS endpoint, then reuse those tokens to access cluster resources beyond their original authorization. Because the CVSS scope is Changed (S:C) and impact is total across confidentiality, integrity, and availability, stolen tokens can pivot into broader Kubernetes control-plane access. There is no public exploit identified at time of analysis, and EPSS is low (0.06%, 20th percentile) despite the 9.9 CVSS, indicating no observed exploitation activity.

v3 Jun 30, 2026 - 03:47 cvss changed CVSS 9.9

Kubernetes Service Account token disclosure in the odh-dashboard component of Red Hat OpenShift AI (RHOAI 2.16 and 3.3) lets an authenticated, low-privileged user retrieve SA tokens via an exposed NodeJS endpoint, then reuse those tokens to access Kubernetes resources beyond their own authorization. Rated CVSS 9.9 with a scope change, the flaw effectively enables privilege escalation and lateral movement across the cluster. There is no public exploit identified at time of analysis, EPSS is low (0.06%), and CISA SSVC marks exploitation as 'none' - but technical impact is rated total.

v2 Jun 30, 2026 - 03:47 cvss changed CVSS 9.9

Kubernetes Service Account token disclosure in Red Hat OpenShift AI (RHOAI) lets a low-privileged user retrieve sensitive SA tokens through an exposed odh-dashboard NodeJS endpoint, then replay them to pivot into the underlying cluster. Rated CVSS 9.9 with a scope change because a leaked token can grant broad control over Kubernetes resources beyond the dashboard itself. There is no public exploit identified at time of analysis, and EPSS is very low (0.06%), but the patch is available from Red Hat.

v1 Apr 10, 2026 - 18:00 CVSS 8.5

Service Account token disclosure in Red Hat OpenShift AI odh-dashboard component exposes Kubernetes credentials through unprotected NodeJS endpoint. Low-privilege authenticated attackers can retrieve service account tokens enabling unauthorized access to Kubernetes cluster resources. Affects Red Hat OpenShift AI 2.16 and multiple RHOAI versions. Cross-scope impact allows privilege escalation beyond dashboard component boundaries. No public exploit identified at time of analysis.

RemediationAI

Apply the Red Hat fix by upgrading odh-dashboard / RHOAI to the patched releases shipped in the errata - Red Hat OpenShift AI 2.16 (patched image digest sha256:0a983da3...110341) and 3.3 (sha256:14ee2bbd...3293e); pull the updated operator/dashboard images per RHSA-2026:7397 (and related RHSA-2026:7403/7398/7404) at https://access.redhat.com/errata/RHSA-2026:7397 and the CVE page https://access.redhat.com/security/cve/CVE-2026-5483. Until patching is complete, reduce exposure by restricting network access to the odh-dashboard route (limit it to trusted networks/VPN or an authenticating reverse proxy) and tightening who holds dashboard access, since that limits which users can reach the leaking endpoint; as a containment measure, scope down RBAC on the affected Service Account(s) and rotate any SA tokens that may have been exposed so leaked credentials lose validity. Trade-offs: restricting the route or rotating tokens can disrupt legitimate data-science users and running workloads, so coordinate token rotation with workload owners. Track remediation against the Bugzilla record https://bugzilla.redhat.com/show_bug.cgi?id=2454764.

Affected VersionsENISA

Red Hat OpenShift AI 2.16 patch: sha256:0a983da3de4ce816435e23da23c4b6f373008aaf2df2b9820bdcc77a9a110341
Red Hat OpenShift AI 3.3 patch: sha256:14ee2bbd445b8a988c487d4b4a7b02ff9afe1c07034b4bba073a5a8263e3293e

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Technical ContextAI · show details

OpenShift AI (RHOAI) is Red Hat's machine-learning platform that runs on OpenShift/Kubernetes; odh-dashboard is its Node.js-based web frontend (derived from Open Data Hub). In Kubernetes, Service Account tokens are bearer credentials that the API server accepts for authentication and authorization - possession of a token grants whatever RBAC the associated SA holds. The root cause maps to CWE-201 (Insertion of Sensitive Information Into Sent Data): a dashboard backend endpoint returns SA token material to the client rather than keeping it server-side, exposing a credential that should never transit to the user. Because the leaked token authenticates directly to the Kubernetes API, the impact crosses a trust boundary from the application to the cluster control plane, which is reflected in the CVSS scope change (S:C).

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Severity by source

NVD PRIMARY 9.9 CRITICAL
AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
vuln.today AI 9.9 CRITICAL

Network-reachable endpoint exploitable by a low-priv authenticated dashboard user (PR:L, AC:L); the leaked SA token authenticates to the Kubernetes API, crossing a scope boundary (S:C) with full C/I/A impact on cluster resources.

3.1 AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
4.0 AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:N/SC:H/SI:H/SA:H
Red Hat 8.5 HIGH

Primary rating from NVD.

CVSS VectorNVD

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

Lifecycle Timeline

7
Analysis Updated
Jun 30, 2026 - 03:51 vuln.today
v5 - CVSS changed
Analysis Updated
Jun 30, 2026 - 03:48 vuln.today
v4 - CVSS changed
Analysis Updated
Jun 30, 2026 - 03:47 vuln.today
v3 - CVSS changed
Analysis Updated
Jun 30, 2026 - 03:47 vuln.today
v2 - CVSS changed
Severity Changed
Jun 30, 2026 - 03:24 NVD
HIGH CRITICAL
CVSS changed
Jun 30, 2026 - 03:24 NVD
8.5 (HIGH) 9.9 (CRITICAL)
CVE Published
Apr 10, 2026 - 17:33 nvd
HIGH 8.5

DescriptionNVD

A flaw was found in odh-dashboard in Red Hat Openshift AI. This vulnerability in the odh-dashboard component of Red Hat OpenShift AI (RHOAI) allows for the disclosure of Kubernetes Service Account tokens through a NodeJS endpoint. This could enable an attacker to gain unauthorized access to Kubernetes resources.

Executive ViewAI

Why It Matters

Red Hat OpenShift AI's dashboard component contains a critical vulnerability allowing authenticated users to extract Kubernetes service account tokens and escalate to full cluster access. This converts any user dashboard account into a cluster-wide compromise vector, placing all containerized applications and workloads managed by affected Kubernetes infrastructure at risk of unauthorized access and control.

Business Impact: Severe
Compensating Controls

Apply vendor patch.

Threat Intelligence Overview

EPSS Score
0.1%
Top 80% exploitable
Prevalence
Low
niche enterprise ML add-on for OpenShift, limited deployment footprint
Social Media
2
Sightings
Data Quality
7 sources
Confidence: High
EUVD NVD CVE.org EPSS Vulnrichment Vendor CIRCL VulDB

How this decision was reached

The engine reads each signal below and applies a fixed list of rules from top to bottom. The first rule that matches sets the recommended action – like a statement, every line is shown.

SignalValue
Severity CRITICAL
CISA KEV No
Public POC No
EPSS 0.1%
Patch available Yes
Active threat No
Deciding rule
CRITICAL severity
What every action level means
Emergency Immediate action required. Criteria: CRITICAL + in CISA KEV (actively exploited) without patch, OR CRITICAL + EPSS > 30% without patch, OR CRITICAL + active threat signals without patch.
Act Now Prioritize within 24-48h. Criteria: in KEV with patch available, OR CRITICAL + public POC, OR HIGH + EPSS > 10%, OR CRITICAL + active threat, OR any CRITICAL severity.
This Week Schedule remediation this week. Criteria: HIGH severity (CVSS 7.0-8.9). Patch within normal change window.
This Month Plan within 30 days. Criteria: MEDIUM severity (CVSS 4.0-6.9), lower exploitation probability. Include in regular patch cycle.
Monitor Track and reassess. Criteria: LOW severity (CVSS 0.1-3.9), minimal exploitation risk. No immediate action needed.

SSVC AssessmentENISA

SSVC Decision
Scheduled
Exploitation
None
System Exposure· derived
Open
Automatable
No
Human Impact
Very High
Technical Impact
Total

Priority Score

50
Low Medium High Critical
KEV: 0
EPSS: 0
CVSS: +50
PoC: 0
Weaponized: 0
Threat intel: 0
Gov advisory: 0

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Vendor StatusVendor

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