Ke Pan

A Survey on Differentially Private Machine Learning [Review Article]

Maoguo Gong, Yu Xie, Ke Pan et al. · IEEE Computational Intelligence Magazine · 2020 · 111 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +15

Preserving differential privacy in deep neural networks with relevance-based adaptive noise imposition

Maoguo Gong, Ke Pan, Yu Xie et al. · Neural Networks · 2020 · 62 citations

Privacy Protection, Deep Neural Networks, Engineering +5

Differential privacy in deep learning: A literature survey

Ke Pan, Yew-Soon Ong, Maoguo Gong et al. · Neurocomputing · 2024 · 44 citations

Privacy Protection, Engineering, Machine Learning +7

Differential privacy preservation in regression analysis based on relevance

Maoguo Gong, Ke Pan, Yu Xie · Knowledge-Based Systems · 2019 · 29 citations

Privacy Preservation, Differential Privacy Preservation, Privacy Protection +9

Differentially private regression analysis with dynamic privacy allocation

Ke Pan, Maoguo Gong, Kaiyuan Feng et al. · Knowledge-Based Systems · 2021 · 14 citations

Privacy Protection, Dynamic Privacy Allocation, Engineering +8