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Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection

Dec 17, 2020
Edward Raff, William Fleshman, Richard Zak, Hyrum S. Anderson, Bobby Filar, Mark McLean

* To appear in AAAI 2021 

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A New Burrows Wheeler Transform Markov Distance

Dec 30, 2019
Edward Raff, Charles Nicholas, Mark McLean

* To appear in: The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) 

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KiloGrams: Very Large N-Grams for Malware Classification

Aug 01, 2019
Edward Raff, William Fleming, Richard Zak, Hyrum Anderson, Bill Finlayson, Charles Nicholas, Mark McLean

* Appearing in LEMINCS @ KDD'19, August 5th, 2019, Anchorage, Alaska, United States 

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Non-Negative Networks Against Adversarial Attacks

Jun 15, 2018
William Fleshman, Edward Raff, Jared Sylvester, Steven Forsyth, Mark McLean

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Static Malware Detection & Subterfuge: Quantifying the Robustness of Machine Learning and Current Anti-Virus

Jun 12, 2018
William Fleshman, Edward Raff, Richard Zak, Mark McLean, Charles Nicholas

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