131 citations · 227 across the 26 of their papers we have counts for
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cs.CR2024
Data Poisoning Attacks to Local Differential Privacy Protocols for Graphs
Xi He, Kai Huang, Qingqing Ye +1
Graph analysis has become increasingly popular with the prevalence of big data and machine learning. Traditional graph data analysis methods often assume the existence of a trusted…
cs.DB2024
ProBE: Proportioning Privacy Budget for Complex Exploratory Decision Support
Nada Lahjouji, Sameera Ghayyur, Xi He +1
This paper studies privacy in the context of complex decision support queries composed of multiple conditions on different aggregate statistics combined using disjunction and conju…