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Author

Nadeem Siddiqui

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Review Open access Aug 2026

Machine Learning For Risk-Prioritized Infrastructure Policy Enforcement: Reducing False Positives And Enforcement Overhead In Regulated Cloud Environments

The paper argues that risk prioritisation is the near-term ML contribution to regulated cloud policy enforcement that clears both the SecOps and the auditor bar, provided the system produces reason codes on every ranking and preserves a compliance-defensible decision-audit store.

Nadeem Siddiqui · 0 citations

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