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Automatic YARA Rule Generation Using Biclustering

November 2020 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

We present a biclustering-based method for automatically generating YARA rules from malware samples — producing rules with quality comparable to those written by human analysts.

ACM AISec 2020 · DOI