Delving into Android Malware Families with a Novel Neural Projection Method

<table class="fixed-width table-group" id="tab1"><tr><td><table class="table"><colgroup><col style="width:17.93em"/><col style="width:29.82em"/></colgroup><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Category 1: Installation</td><td class="align_center">1.Repackaging, 2.Update, 3.Drive-by download, 4.Standalone</td></tr><tr><td class="align_left">Category 2: Activation</td><td class="align_center">5.Boot, 6.SMS, 7.Net, 8.Call, 9.USB, 10.PKG, 11.Batt, 12.SYS, 13.Main</td></tr><tr><td class="align_left">Category 3: Privilege escalation</td><td class="align_center">14.exploid, 15.RATC/zimperlich, 16.ginger break, 17.asroot, 18.encrypted</td></tr><tr><td class="align_left">Category 4: Remote control</td><td class="align_center">19.NET, 20.SMS</td></tr><tr><td class="align_left">Category 5: Financial charges</td><td class="align_center">21.phone call, 22.SMS, 23.block SMS</td></tr><tr><td class="align_left">Category 6: Personal information stealing</td><td class="align_center">24.SMS, 25.phone number, 26.user account</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Features in the Malgenome Dataset.</div>

Complexity

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Table 1

Table 1: Delving into Android Malware Families with a Novel Neural Projection Method 