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Table 3 The comparisons of training iterations and detection time cost

From: Sensitive system calls based packed malware variants detection using principal component initialized MultiLayers neural networks

Methods

Training iterations

Detection time cost

Konrad Rieck et al. (clustering)

0

14.793 s

Raymond Canzanese et al. (SVM)

10,000

0.094 s

Our approach (1 hidden layers)

4510

0.025 s

Our approach (2 hidden layers)

4170

0.029 s

Our approach (3 hidden layers)

3680

0.034 s

Our approach (4 hidden layers)

2360

0.048 s