Detecting ShadowsocksR User Based on Intelligence of Cyber Entities

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Algorithm</td><td class="align_center">Precision (%)</td><td class="align_center">Accuracy (%)</td><td class="align_center">FPR (%)</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">GBT</td><td class="align_center">98.3</td><td class="align_center">94.8</td><td class="align_center">1.23</td></tr><tr><td class="align_left">DT</td><td class="align_center">90.4</td><td class="align_center">91.1</td><td class="align_center">8.1</td></tr><tr><td class="align_left">RF</td><td class="align_center">92.7</td><td class="align_center">93.7</td><td class="align_center">5.0</td></tr><tr><td class="align_left">NB</td><td class="align_center">97.9</td><td class="align_center">36.7</td><td class="align_center">0.4</td></tr><tr><td class="align_left">SVM</td><td class="align_center">75.0</td><td class="align_center">54.3</td><td class="align_center">23.8</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Security and Communication Networks

tab5

Table 5

Table 5: Detecting ShadowsocksR User Based on Intelligence of Cyber Entities 