Efficient Homomorphic Approximation of Max Pooling for Privacy-Preserving Deep Learning. - Peng Zhang; Dongyan Qiu; Ao Duan; Hongwei Liu (ML4CS, 2024)

Batch-oriented Element-wise Approximate Activation for Privacy-Preserving Neural Networks. - Peng Zhang; Ao Duan; Xianglu Zou; Yuhong Liu (CoRR, 2024)

An Efficient Homomorphic Argmax Approximation for Privacy-Preserving Neural Networks. - Peng Zhang 029; Ao Duan; Hengrui Lu (Cryptogr., 2024)