Lempel-Ziv Jaccard Distance, an Effective Alternative to Ssdeep and Sdhash

Edward Raff, Charles K. Nicholas

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

Connecting Lyapunov Control Theory to Adversarial Attacks

Arash Rahnama, Andre T. Nguyen, Edward Raff

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

William Fleshman, Edward Raff, Richard Zak +2

Adversarial Attacks, Regression, and Numerical Stability Regularization

Andre T. Nguyen, Edward Raff

Fair Forests: Regularized Tree Induction to Minimize Model Bias

Edward Raff, Jared Sylvester, Steven Mills

Non-Negative Networks Against Adversarial Attacks

William Fleshman, Edward Raff, Jared Sylvester +2

What About Applied Fairness?

Jared Sylvester, Edward Raff

Malware Detection by Eating a Whole EXE

Edward Raff, Jon Barker, Jared Sylvester +3

Engineering a Simplified 0-Bit Consistent Weighted Sampling

Edward Raff, Jared Sylvester, Charles Nicholas

Gradient Reversal Against Discrimination

Edward Raff, Jared Sylvester

Learning the PE Header, Malware Detection with Minimal Domain Knowledge

Edward Raff, Jared Sylvester, Charles Nicholas

Growing and Retaining AI Talent for the United States Government

Edward Raff