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NIST Releases CSWP 31, Proxy Validation and Verification for Critical AI Systems: A Proxy Design Process

  • 1.  NIST Releases CSWP 31, Proxy Validation and Verification for Critical AI Systems: A Proxy Design Process

    Posted Sep 27, 2024 02:04:00 AM
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    Hi All,

    Nist just published CSWP 31, Proxy Validation and Verification for Critical AI Systems: A Proxy Design Process

    This document presents a five-phase process for identifying and/or building non-critical proxy systems that have high similarity to critical artificial intelligence (AI) or machine learning (ML) systems. The non-critical proxy system is used to indirectly validate and verify the critical system by enabling the creation of difficult or dangerous test cases in a way that imbues confidence in the scenarios. The results of the test cases presented to the non-critical proxy can then be imputed to the critical system. The process involves a way to demonstrate and measure "similarity" between the two systems.



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    Michael Roza CPA, CISA, CIA, CC, CCSKv5, CCZTv1, MBA, EMBA, CSA
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