521 citations · 694 across the 5 of their papers we have counts for
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cs.CR2017★ 7 cited
Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version)
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen +1
It is well-known that Android malware constantly evolves so as to evade detection. This causes the entire malware population to be non-stationary. Contrary to this fact, most of th…
cs.CR2016★ 10 cited
Contextual Weisfeiler-Lehman Graph Kernel For Malware Detection
Annamalai Narayanan, Guozhu Meng, Liu Yang +2
In this paper, we propose a novel graph kernel specifically to address a challenging problem in the field of cyber-security, namely, malware detection. Previous research has reveal…