Machine Learning-Based Stealing Attack of the Temperature Monitoring System for the Energy Internet of Things

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Object</td><td class="align_center">Precision</td><td class="align_center">Recall</td><td class="align_center">F1-score</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Normal T</td><td class="align_center">0.94</td><td class="align_center">1.00</td><td class="align_center">0.97</td></tr><tr><td class="align_left">Abnormal T</td><td class="align_center">1.00</td><td class="align_center">0.99</td><td class="align_center">0.99</td></tr><tr><td class="align_left">Macro avg</td><td class="align_center">0.97</td><td class="align_center">0.99</td><td class="align_center">0.98</td></tr><tr><td class="align_left">Weighted avg</td><td class="align_center">0.99</td><td class="align_center">0.99</td><td class="align_center">0.99</td></tr><tr><td class="align_left">Accuracy</td><td class="align_center">—</td><td class="align_center">—</td><td class="align_center">0.99</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Values of different indicators based on the source model.</div>

Security and Communication Networks

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Table 1

Table 1: Machine Learning-Based Stealing Attack of the Temperature Monitoring System for the Energy Internet of Things 