VulnerabilityPublished 10 Aug 2026Updated 11 Aug 2026

CVE-2026-16456: CWE-441

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Authoritative record:CVE-2026-16456· Medium 6.5

Not known to be exploited · CVSS 6.5 Medium : update Red Hat OpenShift AI 2.25 when convenient.

Data as of 9 Nov 2026, 23:24 UTC

CVSS 3.1 base score

6.5Medium

How severe the flaw is on the 0–10 CVSS scale.

EPSS: 0.4% chance of exploitation in 30 days – higher than 36% of CVEsExploit Prediction Scoring System: the likelihood attackers will use this flaw soon.

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N

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

Bold values are the worst case: easiest to exploit or largest impact.

Attack Vector: Network: The vulnerable component is bound to the network stack and the set of possible attackers extends beyond the other options listed, up to and including the entire Internet. Such a vulnerability is often termed 'remotely exploitable' and can be thought of as an attack being exploitable at the protocol level one or more network hops away (e.g., across one or more routers).
Attack Complexity: Low: Specialized access conditions or extenuating circumstances do not exist. An attacker can expect repeatable success against the vulnerable component.
Privileges Required: Low: The attacker is authorized with (i.e., requires) privileges that provide basic user capabilities that could normally affect only settings and files owned by a user. Alternatively, an attacker with Low privileges may have the ability to cause an impact only to non-sensitive resources.
User Interaction: None: The vulnerable system can be exploited without any interaction from any user.
Scope: Unchanged: An exploited vulnerability can only affect resources managed by the same security authority. In this case, the vulnerable component and the impacted component are either the same, or both are managed by the same security authority.
Confidentiality: High: There is total loss of confidentiality, resulting in all resources within the impacted component being divulged to the attacker. Alternatively, access to only some restricted information is obtained, but the disclosed information presents a direct, serious impact.
Integrity: None: There is no loss of integrity within the impacted component.
Availability: None: There is no impact to availability within the impacted component.

Definitions: FIRST CVSS v3.1 specification.

Exploitation evidence

Disclosed: evidence found.
CVE published 10 Aug 2026
Detectable: no evidence on record.
No public nuclei template indexed
Weaponized: no evidence on record.
No public exploit code indexed in Metasploit or Exploit-DB
Exploited in the wildExploited: no evidence on record.
Not in CISA KEV and no source reports exploitation
Observed by OffSeq MirageSeen by 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 9 Nov 2026.

Disclosed: The CVE record is public on cve.org. Its publication is t = 0.
Detectable: A public nuclei template can find exposed instances, for defenders and attackers alike.
Weaponized: A Metasploit exploit module or Exploit-DB entry exists (Metasploit scanner modules do not count), or CISA SSVC or the CVSS exploit maturity reports a public proof of concept.
Exploited in the wild: CISA KEV lists it, CISA SSVC rates exploitation active, or a source reports attacks.
Observed by OffSeq Mirage: OffSeq Mirage honeypot sensors recorded attack traffic for this CVE, or found exposed hosts without attack traffic.

Moments are spaced evenly, not to scale; a dashed line marks a gap of six months or more. Deltas count from t = 0. Sources that give only a date (CISA KEV, Exploit-DB, or a time of exactly 00:00Z) read “same day” rather than hours. Metasploit modules carry the flaw’s disclosure date, not their release date, and nuclei templates carry no date, so both appear above but not on the timeline.

ghsa-w7qg-jg9c-w9mm

What to do

Patches and advisories

Affected software

Product	Affected	Fixed in
Red HatRed Hat OpenShift AI 2.25	Affected–	Fixed in–
Red HatRed Hat OpenShift AI 3.3	Affected–	Fixed in–
Red HatRed Hat OpenShift AI 3.4	Affected–	Fixed in–

AI-suggested

Red Hat has released updated container images for Red Hat OpenShift AI that address this vulnerability. Users should upgrade to the fixed versions as per Red Hat's official guidance and documentation. Patch status is confirmed by Red Hat advisories. Follow the upgrade instructions at https://docs.redhat.com/en/documentation/red_hat_openshift_ai/ to fully apply the errata updates. No additional mitigations are specified by the vendor.

Description

CVE-2026-16456 is a medium severity vulnerability in the odh-model-controller component of Red Hat OpenShift AI. It allows an authenticated user with permissions to create custom resources to exploit a flaw in the loadSecret function, which improperly reads the Secret namespace from user-controlled input without validation. This can lead to unauthorized disclosure of sensitive API keys and cloud credentials from other namespaces. There are no known exploits in the wild. Red Hat has released updated images for Red Hat OpenShift AI to address this and other vulnerabilities.

CWE-441Unintended Proxy or Intermediary (Confused Deputy) (opens in a new tab)
Class weaknessOWASP Top 10 A01:2025: Broken Access Control (opens in a new tab)
The product receives a request, message, or directive from an upstream component, but the product does not sufficiently preserve the original source of the request before forwarding the request to an external actor that is outside of the product's control sphere.
Architecture and Design
Enforce the use of strong mutual authentication mechanism between the two parties.
Architecture and Design
Whenever a product is an intermediary or proxy for transactions between two other components, the proxy core should not drop the identity of the initiator of the transaction. The immutability of the identity of the initiator must be maintained and should be forwarded all the way to the target.
OWASP Cheat Sheets
Authorization (opens in a new tab)
Attack patterns
XML Routing Detour Attacks (opens in a new tab)
Transparent Proxy Abuse (opens in a new tab)
From MITRE CWE, MITRE CAPEC and OWASP (Top 10, OpenCRE).

References

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Exploitation evidence

What to do

Patches and advisories

Affected software

Description

AI analysisMachine-generated, updated 12 Aug 2026, 17:32 UTC

WeaknessesCWE-441

Technical details

References

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