Table 7 Abbreviations with their full forms of the proposed model.

From: Sparse attention with residual pyramidal depthwise separable convolutional based malware detection with optimization mechanism

Abbreviations

Full form

API

Application Programming Interface

Ef-DeSMob2

Effective integrated densely connected squeeze MobileNetv2

SA:ResPyDSC

Sparse attention with residual pyramidal depth wise separable convolutional neural networks

Hy-WBeOp

Hybrid white shark beluga optimization algorithm

MSE

Mean squared error

RMSE

Root means squared error

MAE

Mean absolute error

MAPE

Mean absolute percentage error

DSC

Deep separable convolutional structure

BI-GRU

Bi-directional gated recurrent unit

ResNet

Residual Network

CNN

Convolutional neural network

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