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AI / ML CVE-2026-23654

HIGH
2026-03-10 secure@microsoft.com
8.8
CVSS 3.1
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CVSS VectorNVD

CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Attack Vector
Network
Attack Complexity
Low
Privileges Required
None
User Interaction
Required
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
High

Lifecycle Timeline

2
Analysis Generated
Mar 12, 2026 - 21:55 vuln.today
CVE Published
Mar 10, 2026 - 18:18 nvd
HIGH 8.8

DescriptionNVD

Dependency on vulnerable third-party component in GitHub Repo: zero-shot-scfoundation allows an unauthorized attacker to execute code over a network.

AnalysisAI

Remote code execution in the zero-shot-scfoundation AI/ML framework results from a vulnerable third-party dependency, enabling unauthenticated attackers to execute arbitrary code over the network with minimal user interaction. This high-severity vulnerability affects systems using the affected component, and no patch is currently available.

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RemediationAI

Within 24 hours: Identify all systems and applications using zero-shot-scfoundation; isolate affected assets from production networks or disable the vulnerable component if operationally feasible. Within 7 days: Implement network segmentation to restrict inbound connections to affected systems; deploy WAF rules to block exploitation attempts; establish continuous monitoring for suspicious activity. …

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CVE-2026-23654 vulnerability details – vuln.today

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