Evaluation of Malware Phylogeny Modelling Systems Using Automated Variant Generation

Provided by: University of Louisiana
Topic: Security
Format: PDF
A malware phylogeny model is an estimation of the derivation relationships between a set of malware samples. Systems that construct phylogeny models are expected to be useful for malware analysts. While several such systems have been proposed, little is about the consistency of their results on different data sets, about their generalizability across different types of malware evolution. This paper explores these issues using two artificial malware history generators: systems that simulate malware evolution according to different evolution models. A quantitative study was conducted using two phylogeny model construction systems and multiple samples of artificial evolution.

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