Publications

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

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

Behavioral Analysis in Aviation Security - Coping with Cognitive Load

Behavioral Analysis 2019

Mallory Catherine Stites, Robert Scott Kittinger, James Bender, Amir Neeman, Ann Speed, Austin Ray Silva, Andrew Elliot Cox

https://www.osti.gov/search/identifier:1639884

Creating an Interprocedural Analyst-Oriented Data Flow Representation for Binary Analysts (CIAO)

Michelle A. Leger, Karin Butler, Denis Bueno, Matthew Crepeau, Christopher Roman Cuellar, Alex Godwin, Michael Joseph Haass, Timothy James Loffredo, Ravi Mangal, Laura E. Matzen, Vivian Nguyen, Alessandro Orso, Geoffrey Edward Reedy, John Stasko, Mallory Catherine Stites, Julian Tuminaro, Andrew T. Wilson

https://www.osti.gov/search/identifier:1529591