Deep Neural Network-Based SQL Injection Detection Method

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_center" colspan="3">SQLNN</td></tr><tr class="thead"><td class="align_left" rowspan="2">True</td><td class="align_center" colspan="2">Forecast</td></tr><tr class="thead"><td class="align_center">Positive</td><td class="align_center">Counter</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Positive</td><td class="align_center">TP (62.41%)</td><td class="align_center">FN (0.53%)</td></tr><tr><td class="align_left">Counter</td><td class="align_center">FP (3.26%)</td><td class="align_center">TN (33.80%)</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Confusion matrix for SQLNN model.</div>

Security and Communication Networks

tab4

Table 4

Table 4: Deep Neural Network-Based SQL Injection Detection Method 