Publications

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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

Generalized Canonical Polyadic Tensor Decompositions for Streaming Data

2021 SIAM Conference on Computational Science and Engineering

Eric T. Phipps, Nicholas T. Johnson, Tamara G. Kolda

https://www.osti.gov/search/identifier:1847210

Conference Presentation – 2021 Conference Presentation 2021

Mind the Gap: On Bridging the Semantic Gap Between Machine Learning and Malware Analysis

13th ACM Workshop on Artificial Intelligence and Security

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

https://www.osti.gov/search/identifier:1831009

Conference Presentation – 2020 Conference Presentation 2020

MalGen: On Bridging the Semantic Gap between Machine Learning and Malware Analysis

Sandia Machine Learning and Deep Learning Workshop

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

https://www.osti.gov/search/identifier:1811972

Conference Paper – 2020 Conference Paper 2020

Mind the Gap: On Bridging the Semantic Gap between Machine Learning and Malware Analysis

13th ACM Workshop on Artificial Intelligence and Security

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

https://www.osti.gov/search/identifier:1807188

Conference Paper – 2020 Conference Paper 2020

Mind the Gap: On Bridging the Semantic Gap between Machine Learning and Information Security

The ACM Conference on Computer and Communications Security

Michael Reed Smith, Nicholas T. Johnson, Joey Burton Ingram, Armida J. Carbajal, Ramyaa Ramyaa, Evelyn Domschot, Christopher Lamb, Stephen Joseph Verzi, William Philip Kegelmeyer

https://www.osti.gov/search/identifier:1782493

Conference Paper – 2020 Conference Paper 2020

Streaming Tensors

Tensor Tech Exchange

Nicholas T. Johnson, Tamara G. Kolda, Eric T. Phipps

https://www.osti.gov/search/identifier:1770553

Presentation (non-conference) – 2020 Presentation (non-conference) 2020
Document Title Type Year