Research Article
t-BMPNet: Trainable Bitwise Multilayer Perceptron Neural Network over Fully Homomorphic Encryption Scheme
Algorithm 1
Training MLPNN in plaintext.
| | Data: | | | Output: and for | | (1) | Initialize network parameters and for | | (2) | ; | | (3) | Whiledo | | (4) | Shuffle ; | | (5) | For of to do | | (6) | ; | | (7) | For to do | | (8) | ; | | (9) | ; | | (10) | End | | (11) | ; | | (12) | , ; | | (13) | End | | (14) | ; | | (15) | ; | | (16) | Update parameters by ; | | (17) | ; | | (18) | End | | (19) | Return and for |
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