Bin2vec: Learning Representations of Binary Executable Programs for Security Tasks

no code implementations • 9 Feb 2020 • Shushan Arakelyan, Sima Arasteh, Christophe Hauser, Erik Kline, Aram Galstyan

We demonstrate the versatility of this approach by using our representations to solve two semantically different binary analysis tasks - functional algorithm classification and vulnerability discovery.

Vulnerability Detection