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Shao-Fang Wen

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Open access Jul 2026

Governing AI reasoning to mitigate assumption injection in assurance workflows

Security assurance depends on clearly defined contextual conditions, including assumptions, environmental constraints, and stakeholder expectations. As artificial intelligence tools are increasingly used to analyze evidence and generate assurance artifacts, they often operate on incomplete or underspecified system de...

Shao-Fang Wen · 0 citations

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