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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