12 citations · 17 across the 4 of their papers we have counts for
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cs.LG2026
SMI: Statistical Membership Inference for Reliable Unlearned Model Auditing
Jialong Sun, Zeming Wei, Jiaxuan Zou +6
Machine unlearning (MU) is essential for enforcing the right to be forgotten in machine learning systems. A key challenge of MU is how to reliably audit whether a model has truly f…
cs.LG2020★ 12 cited
RDP-GAN: A Rényi-Differential Privacy based Generative Adversarial Network
Chuan Ma, Jun Li, Ming Ding +4
Generative adversarial network (GAN) has attracted increasing attention recently owing to its impressive ability to generate realistic samples with high privacy protection. Without…
cs.LG2019
Privacy Preserving Location Data Publishing: A Machine Learning Approach
Sina Shaham, Ming Ding, Bo Liu +3
Publishing datasets plays an essential role in open data research and promoting transparency of government agencies. However, such data publication might reveal users' private info…