Malware Detection by Eating a Whole EXE

Edward Raff, Jon Barker, Jared Sylvester +3

KiloGrams: Very Large N-Grams for Malware Classification

Edward Raff, William Fleming, Richard Zak +4

The paper introduces a fast method to extract the most frequent n-grams for very large n (up to 1024+) and shows that these large n-gram features improve malware classification, ar…

Toward Metric Indexes for Incremental Insertion and Querying

Edward Raff, Charles Nicholas

Engineering a Simplified 0-Bit Consistent Weighted Sampling

Edward Raff, Jared Sylvester, Charles Nicholas

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

William Fleshman, Edward Raff, Richard Zak +2

Learning the PE Header, Malware Detection with Minimal Domain Knowledge

Edward Raff, Jared Sylvester, Charles Nicholas