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

Journal of Cloud Computing

Advances, Systems and Applications

Table 3 The accuracy comparison of the method [17] and the optimized activation function method [18] with our method for analyzing The Cancer Genome Atlas (TCGA) data set is shown

Method	Dataset	Accuracy(%)	Activation Function
Multi-label Tumor	TCGA	85	softmax
Mish Fuction	Fashion-MNIST	84.68	Approximated Mish
Mish Fuction	CIFAR-10	70.2	Approximated Mish
Our Method	NEU-CLS	97.1	Square