I<sup>2</sup>DS: Interpretable Intrusion Detection System Using Autoencoder and Additive Tree

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Classifier</td><td class="align_center">Accuracy</td><td class="align_center">Precision</td><td class="align_center">Recall</td><td class="align_center"><i>F</i><sub>1</sub>-score</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">IDS-AddTree</td><td class="align_center">0.9592</td><td class="align_center">0.9623</td><td class="align_center">0.9786</td><td class="align_center">0.9703</td></tr><tr><td class="align_left">I<sup>2</sup>DS</td><td class="align_center">0.9995</td><td class="align_center">0.9994</td><td class="align_center">0.9999</td><td class="align_center">0.9996</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison between I<sup>2</sup>DS (using AE) and IDS-AddTree (not using AE).</div>

Security and Communication Networks

tab6

Table 6

Table 6: I<sup>2</sup>DS: Interpretable Intrusion Detection System Using Autoencoder and Additive Tree 

Security and Communication Networks

I2DS: Interpretable Intrusion Detection System Using Autoencoder and Additive Tree

Table 6

I²DS: Interpretable Intrusion Detection System Using Autoencoder and Additive Tree