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SAGE Intrusion Detection System: Sensitivity Analysis Guided Explainability for Machine Learning

Michael Reed Smith, Erin Acquesta, Arlo L. Ames, Alycia Noel Carey, Christopher Roman Cuellar, Richard V. Field, Trevor Maxfield, Scott A. Mitchell, Elizabeth Susan Morris, Blake Cameron Moss, Megan Nyre-Yu, Ahmad Rushdi, Mallory Catherine Stites, Charles Smutz, Xin Zhou

https://www.osti.gov/search/identifier:1820253

SAND Report – 2021 SAND Report 2021

SAGE Advice? Assessing the Accuracy of ML Explanations for Model Credibility

NIST AI Assurance Leadership Team

Michael Reed Smith, Erin Acquesta, Richard V. Field, Trevor Maxfield, Blake Cameron Moss, Megan Nyre-Yu, Ahmad Rushdi, Charles Smutz, Mallory Catherine Stites

Presentation (non-conference) – 2020 Presentation (non-conference) 2020
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