#detection

Automatic YARA Rule Generation Using Biclustering

2020-11-13 Edward Raff, Richard Zak, Gary Lopez Munoz, William Fleming, Hyrum S. Anderson, Bobby Filar, Charles Nicholas, James Holt 13th ACM Workshop on Artificial Intelligence and Security (AISec)

#Malware #Detection

An automated approach to generating high-quality YARA detection rules using biclustering over malware feature space.

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DeepDGA: Adversarially-Tuned Domain Generation and Detection

2016-10-28 Hyrum S. Anderson, Jonathan Woodbridge, Bobby Filar 9th ACM Workshop on Artificial Intelligence and Security (AISec)

#Adversarial ML #Detection

A GAN-style approach to generating adversarial domain names that evade DGA classifiers — and using the same setup to train a more robust detector.

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