Is a
Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Reuben Feinman0
Andrew B. Gardner0
Javier Echauz0
Date of Patent
July 30, 2019
Patent Application Number
15356526
Date Filed
November 18, 2016
Patent Citations Received
Patent Primary Examiner
Patent abstract
The disclosed computer-implemented method for trichotomous malware classification may include (1) identifying a sample potentially representing malware, (2) selecting a machine learning model trained on a set of samples to distinguish between malware samples and benign samples, (3) analyzing the sample using a plurality of stochastically altered versions of the machine learning model to produce a plurality of classification results, (4) calculating a variance of the plurality of classification results, and (5) classifying the sample based at least in part on the variance of the plurality of classification results. Various other methods, systems, and computer-readable media are also disclosed.
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