18 citations · 42 across the 7 of their papers we have counts for
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cs.CR2020★ 16 cited
Differentially Private k-Means Clustering with Guaranteed Convergence
Zhigang Lu, Hong Shen
Iterative clustering algorithms help us to learn the insights behind the data. Unfortunately, this may allow adversaries to infer the privacy of individuals with some background kn…
cs.CR2020
Protect Edge Privacy in Path Publishing with Differential Privacy
Zhigang Lu, Hong Shen
Paths in a given network are a generalised form of time-serial chains in many real-world applications, such as trajectories and Internet flows. Differentially private trajectory pu…