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Journal of Cloud Computing

Advances, Systems and Applications

Fig. 8 | Journal of Cloud Computing

Fig. 8

From: Efficient and privacy-preserving image classification using homomorphic encryption and chunk-based convolutional neural network

Fig. 8

Depiction of the model structure executing convolutional operations on image chunks. The illustrated convolutional network comprises a convolutional layer, a 2-layer activation function using a square function to introduce non-linearity, and two fully connected layers. The square function is employed to introduce non-linearity without impacting the receptive field of the convolutional layer

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