Automatic Benchmark Generation Framework for Malware Detection

Table 1

Malware detection data sets used since 2010.

Author	Year	Quantity	Selection Standard
Pengli [17]	2010	400	Manual
Jason [7]	2015	85	Manual
Smita Naval [18]	2015	2525	Manual+anti-virus
Sanjeev Das [5]	2016	472	Malware type
Shabtai [19]	2012	7668	Kaspersky label
Zhao Z [20]	2013	4701	Manual
Youngjoon Ki [21]	2015	6000	Anti-virus label