Joon Soo Yoo

Joon Soo Yoo

Assistant Professor of Cybersecurity

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

Published in Security and Communication Networks, 2021

t-BMPNet demonstrates how bitwise operations enable practical neural network inference using FHE.

Recommended citation: J.S. Yoo, J.W. Yoon. (2021). "t-BMPNet: Trainable Bitwise Multilayer Perceptron Neural Network over Fully Homomorphic Encryption Scheme." Security and Communication Networks.