DeepOrigin: End-to-End Deep Learning for Detection of New Malware Families

Ilay Cordonsky, Ishai Rosenberg, Guillaume Sicard +1

In this paper, we present a novel method of differentiating known from previously unseen malware families. We utilize transfer learning by learning compact file representations tha…