Dominant Feature Selection and Machine Learning-Based Hybrid Approach to Analyze Android Ransomware

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Static analysis tool</td><td class="align_center">Apk tool v2.4.0</td></tr><tr><td class="align_left">Dynamic analysis tool</td><td class="align_center">Habo analysis system</td></tr><tr><td class="align_left">Data mining tool</td><td class="align_center">Weka 3.8.3</td></tr><tr><td class="align_left">Operating system</td><td class="align_center">Windows 10</td></tr><tr><td class="align_left">Processor</td><td class="align_center">Intel(R) core (TM) i5-8250U CPU@1.80 GHz</td></tr><tr><td class="align_left">RAM</td><td class="align_center">8.0 B</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Experimental system requirements.</div>

Security and Communication Networks

tab5

Table 5

Table 5: Dominant Feature Selection and Machine Learning-Based Hybrid Approach to Analyze Android Ransomware 