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J. Opoku

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Review Open access Jul 2026

Governance, risk, and compliance frameworks for AI Security: A review of emerging standards and challenges

This paper reviews emerging AI-GRC frameworks and regulations, including the OECD AI Principles, ISO/IEC 42001, the NIST AI Risk Management Framework, and the EU AI Act, alongside industry standards from Microsoft, Google, and IBM, to reveal a fragmented ecosystem with overlapping principles but inconsistent enforcement and technical depth.

Abimbola Filani, J. Opoku · 0 citations