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VulnerabilityPublished

CVE-2026-83495: Red Hat OpenShift AI (RHOAI) · Improper Privilege Management

Affects Red Hat OpenShift AI (RHOAI)Source CVE Database V5

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Not known to be exploited.

Data as of 7 Nov 2026, 06:34 UTC

Severity
Low

Rated Low by Threat Radar's AI analysis · CVSS not yet scored by NVD

Thin evidence

One scorer or none

Exploitation evidence

  1. Disclosed: evidence found.

    CVE published 7 Nov 2026

  2. Detectable: no evidence on record.

    No public nuclei template indexed

  3. Weaponized: no evidence on record.

    No public exploit code indexed in Metasploit or Exploit-DB

  4. Exploited in the wild: no evidence on record.

    Not in CISA KEV and no source reports exploitation

  5. Observed by OffSeq Mirage: no evidence on record.

    No attack traffic recorded by OffSeq Mirage sensors

A missing step is not evidence of safety. Sources: cve.org (opens in a new tab), the Metasploit, Exploit-DB and nuclei-templates index as of 6 Nov 2026.

What to do

Affected software

ProductAffectedFixed in
Red Hat OpenShift AI (RHOAI)rhoai/odh-trainer-rhel9Affected–Fixed in–

AI-suggested

To mitigate this vulnerability, ensure that the Role-Based Access Control (RBAC) for users who can create TrainJobs is aligned with their Secret read permissions. Alternatively, restrict the valueFrom.secretKeyRef field within the validating webhook to an allowlist of permitted secret names. Review and adjust RBAC policies to prevent users from creating TrainJobs with broader Secret access than intended.

Description

CVE-2026-83495 is a privilege escalation vulnerability in Red Hat OpenShift AI's Trainer v2 TrainJob API. It allows users with permission to create TrainJobs to inject valueFrom.secretKeyRef into environment variables, enabling them to read and exfiltrate secrets from the namespace. This occurs when TrainJob RBAC permissions are broader than Secret read permissions. The issue affects a Technology Preview feature and has low impact. Mitigation involves aligning TrainJob creation RBAC with Secret read permissions or restricting secretKeyRef usage via webhook allowlists.

References

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