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Table 4 The malware detector (MD) structure in AT

From: LSGAN-AT: enhancing malware detector robustness against adversarial examples

Layer type

Output shape

Input Layer

(None,128)

LeakyReLU(Dense)

(None,256)

Dropout(0.05)

(None,256)

LeakyReLU(Dense)

(None,128)

Dropout(0.05)

(None,128)

LeakyReLU(Dense)

(None,256)

Dropout(0.05)

(None,256)

Sigmoid(Dense)

(None,1)