A Novel Malware Detection and Family Classification Scheme for IoT Based on DEAM and DenseNet

<div class="floats-full-page floats-full-page-other"><h2>Table 3</h2><div class="floats-full-page-caption"><div>MalImg: distribution of samples.</div></div><div class="floats-full-page-content"><table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr /></td></tr><tr class="thead"><td class="align_left">No.</td><td class="align_center">Family</td><td class="align_center">Number of samples</td></tr><tr><td class="thead-hr" colspan="3"><hr /></td></tr><tr><td class="align_left">1</td><td class="align_center">Adialer.C</td><td class="align_center">122</td></tr><tr><td class="align_left">2</td><td class="align_center">Agent.FYI</td><td class="align_center">116</td></tr><tr><td class="align_left">3</td><td class="align_center">Allaple.A</td><td class="align_center">2949</td></tr><tr><td class="align_left">4</td><td class="align_center">Allaple.L</td><td class="align_center">1591</td></tr><tr><td class="align_left">5</td><td class="align_center">Alureon.gen!J</td><td class="align_center">198</td></tr><tr><td class="align_left">6</td><td class="align_center">Autorun.K</td><td class="align_center">106</td></tr><tr><td class="align_left">7</td><td class="align_center">C2LOP.gen!g</td><td class="align_center">200</td></tr><tr><td class="align_left">8</td><td class="align_center">C2LOP.P</td><td class="align_center">146</td></tr><tr><td class="align_left">9</td><td class="align_center">Dialplatform.B</td><td class="align_center">177</td></tr><tr><td class="align_left">10</td><td class="align_center">Dontovo.A</td><td class="align_center">162</td></tr><tr><td class="align_left">11</td><td class="align_center">Fakerean</td><td class="align_center">381</td></tr><tr><td class="align_left">12</td><td class="align_center">Instantaccess</td><td class="align_center">431</td></tr><tr><td class="align_left">13</td><td class="align_center">Lolyda.AA1</td><td class="align_center">213</td></tr><tr><td class="align_left">14</td><td class="align_center">Lolyda.AA2</td><td class="align_center">184</td></tr><tr><td class="align_left">15</td><td class="align_center">Lolyda.AA3</td><td class="align_center">123</td></tr><tr><td class="align_left">16</td><td class="align_center">Lolyda.AT</td><td class="align_center">159</td></tr><tr><td class="align_left">17</td><td class="align_center">Malex.gen!J</td><td class="align_center">136</td></tr><tr><td class="align_left">18</td><td class="align_center">Obfuscator.AD</td><td class="align_center">142</td></tr><tr><td class="align_left">19</td><td class="align_center">Rbot!gen</td><td class="align_center">158</td></tr><tr><td class="align_left">20</td><td class="align_center">Skintrim.N</td><td class="align_center">80</td></tr><tr><td class="align_left">21</td><td class="align_center">Swizzor.gen!E</td><td class="align_center">128</td></tr><tr><td class="align_left">22</td><td class="align_center">Swizzor.gen!I</td><td class="align_center">132</td></tr><tr><td class="align_left">23</td><td class="align_center">VB.AT</td><td class="align_center">408</td></tr><tr><td class="align_left">24</td><td class="align_center">Wintrim.BX</td><td class="align_center">97</td></tr><tr><td class="align_left">25</td><td class="align_center">Yuner.A</td><td class="align_center">800</td></tr><tr><td class="align_left"> </td><td class="align_center"> </td><td class="align_center">9339</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr" /></td></tr></table></td></tr></table></div></div>

Table 3 | A Novel Malware Detection and Family Classification Scheme for IoT Based on DEAM and DenseNet

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Table 3: A Novel Malware Detection and Family Classification Scheme for IoT Based on DEAM and DenseNet

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Table 3

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