Publications

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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

Going Beyond Signature Malware Detection by Learning Behaviors

Malware Technical Exchange Meeting

Nicholas T. Johnson, Eva Domschot, Kanad Khanna, William Philip Kegelmeyer, Christopher Lamb, Ramyaa Ramyaa, Michael Reed Smith, Stephen Joseph Verzi, Xin Zhou, Armida J. Carbajal, Bridget Haus, Joey Burton Ingram

Conference Presentation – 2021 Conference Presentation 2021

Joint Analysis of Program Data Representations using Machine Learning for Improved Software Assurance and Development Capabilities

Scott Heidbrink, Kathryn Nicole Rodhouse, Daniel Dunlavy, Alexis Cooper, Xin Zhou

https://www.osti.gov/search/identifier:1670527

SAND Report – 2020 SAND Report 2020

Using Neural Architecture Search for Improving Software Flaw Detection in Multimodal Deep Learning Models

Alexis Cooper, Xin Zhou, Scott Heidbrink, Daniel Dunlavy

https://www.osti.gov/search/identifier:1668457

Report – 2020 Report 2020

Using Neural Architecture Search for Improving Software Flaw Detection in Multimodal Deep Learning Models

Alexis Cooper, Xin Zhou, Daniel Dunlavy, Scott Heidbrink

https://www.osti.gov/search/identifier:1668929

SAND Report – 2020 SAND Report 2020
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