Delta-DAGMM: A Free Rider Attack Detection Model in Horizontal Federated Learning

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="2"> </td><td class="align_center">ST</td><td class="align_center" colspan="3">CN</td><td class="align_center">EN</td></tr><tr class="thead"><td class="align_center">IT</td><td class="align_center">SR</td><td class="align_center">FE</td><td class="align_center">ME</td><td class="align_center">ENC</td></tr><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr><td class="align_left">DAGMM</td><td class="align_center">—</td><td class="align_center">O(M∗J∗K)</td><td class="align_center">O(M∗J)</td><td class="align_center">—</td><td class="align_center">O(M∗JP)</td></tr><tr><td class="align_left">Delta-DAGMM</td><td class="align_center">O(M∗J∗K)</td><td class="align_center">O(M∗J∗K)</td><td class="align_center">O(M∗J)</td><td class="align_center">O(M∗J∗K)</td><td class="align_center">O(M∗JP)</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Time complexity of Delta-DAGMM and DAGMM.</div>

Security and Communication Networks

tab1

Table 1

Table 1: Delta-DAGMM: A Free Rider Attack Detection Model in Horizontal Federated Learning 