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VulnerabilityPublished

CVE-2026-83495: Improper Privilege Management

Source GCVE Database

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Authoritative record:CVE-2026-83495· Low

Not known to be exploited.

Data as of 7 Nov 2026, 10:17 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 RBAC permissions for users creating TrainJobs are aligned with their Secret read permissions to prevent broader access. Alternatively, restrict the valueFrom.secretKeyRef field in environment variable definitions by implementing an allowlist via a validating webhook. Review and adjust RBAC policies accordingly to prevent unauthorized secret exfiltration.

Description

A vulnerability in the Trainer v2 TrainJob API allows users with permissions to create TrainJobs to inject valueFrom.secretKeyRef into environment variable definitions. This can lead to exfiltration of sensitive secrets from the namespace and privilege escalation if the TrainJob RBAC is broader than the Secret read RBAC. The issue affects a Technology Preview feature in Red Hat OpenShift AI and has a low impact. Mitigation involves aligning TrainJob creation permissions with Secret read permissions or restricting the valueFrom.secretKeyRef field via a validating webhook.

References

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