Improving the Accuracy of Network Intrusion Detection with Causal Machine Learning

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Hardware specifications</td><td class="align_center">Software specifications</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Processor: Intel (R) Core (TM) i5-8265U CPU</td><td class="align_center">Operating system: Windows 10</td></tr><tr><td class="align_left" rowspan="2">Memory: 8.00 GB</td><td class="align_center">Programming language: Python 3.8</td></tr><tr><td class="align_center">Development tools: PyCharm 2019</td></tr><tr><td class="align_left">Graphics card: NVIDIA Geforce MX250</td><td class="align_center">Packages: pandas, numpy, sklearn</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The software and hardware specifications.</div>

Security and Communication Networks

tab4

Table 4

Table 4: Improving the Accuracy of Network Intrusion Detection with Causal Machine Learning 