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Advances, Systems and Applications

Table 1 Parameters selection

From: Categorizing Malware via A Word2Vec-based Temporal Convolutional Network Scheme

Parameter TCN LSTM
max sequence length 600 600
batch size 64 64
learning rate 1e-3 1e-3
embedding size 300 300
number of layers 1 2
dropout rate 0.5 0.2
hidden layer neuron - 128
number of filters 32 -
number of stacks 1 -
dilations 20,…,28 -
kernel size 10 -