Static Malware Detection

EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models

Authors: Hyrum S. Anderson, Phil Roth | Published: 2018-04-12 | Updated: 2018-04-16
PE File Format
Dataset evaluation
Static Malware Detection

Explaining Black-box Android Malware Detection

Authors: Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli | Published: 2018-03-09 | Updated: 2018-10-29
Machine Learning Technology
Feature Importance Analysis
Static Malware Detection