t-BMPNet: Trainable Bitwise Multilayer Perceptron Neural Network over Fully Homomorphic Encryption Scheme

Figure 6

Comparison of the real training MLPNN model, simulated t-BMPNet, simulated Taylor series, and simulated least square method concerning classification result, mean squared error (MSE), and number of epochs. (a) Result of the real MLPNN training model at interval level . (b) Simulated result of t-BMPNet with 32-bit input at interval level . (c) Simulated result of the Taylor series method of degree 7 at interval level . (d) Simulated result of the least square method of degree 9 at interval level .

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