SecureBP from Homomorphic Encryption

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Dataset</td><td class="align_center">Number of samples</td><td class="align_center">Number of features</td><td class="align_center">Number of hidden nodes</td><td class="align_center">Learning rate</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Iris</td><td class="align_center">150</td><td class="align_center">4</td><td class="align_center">4</td><td class="align_center">0.6</td></tr><tr><td class="align_left">Diabetes</td><td class="align_center">768</td><td class="align_center">8</td><td class="align_center">5</td><td class="align_center">0.5</td></tr><tr><td class="align_left">Sonar</td><td class="align_center">208</td><td class="align_center">60</td><td class="align_center">9</td><td class="align_center">0.4</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Datasets and parameters in BP.</div>

Security and Communication Networks

tab5

Table 5

Table 5: SecureBP from Homomorphic Encryption 