41 citations · 140 across the 10 of their papers we have counts for
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cs.CR2018★ 20 cited
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…
cs.CR2018
Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers
Ishai Rosenberg, Asaf Shabtai, Yuval Elovici +1
In this paper, we present a generic, query-efficient black-box attack against API call-based machine learning malware classifiers. We generate adversarial examples by modifying the…