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Research Papers

AI Security & Model Risk Framework for Regulated Enterprises

A first-of-its-kind framework for securing enterprise AI adoption — covering model supply chain, prompt-injection defence, data leakage, and governance.

OSA Research Team· Threat Intelligence & Research 20 min read

AI Security & Model Risk Framework

Enterprise AI adoption is outpacing security governance. This paper proposes a control framework for model supply chain integrity, prompt-injection defence, output filtering, data leakage prevention, and board-level model risk governance aligned to NIST AI RMF and the EU AI Act.

ai-security model-risk governance

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