Jul 18, 2016 · Graph-based modelling of query sets for differential privacy. Authors: Author Picture Ali Inan. Adana Science and Technology University ...
This study proposes a method that approximates the sensitivity of a query set by building a query-region-intersection graph and proves that computing the ...
Jul 20, 2016 · query set Q to our differential privacy interface. ... Since our work is based on modelling query sets as graphs, ... GRAPH MODELLING OF A QUERY SET.
However, computing the sensitivity is known to be NP-hard. In this study, we propose a method that approximates the sensitivity of a query set. Our solution ...
Nov 6, 2018 · Bibliographic details on Graph-based modelling of query sets for differential privacy.
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Abstract—In this paper, we introduce new methods for re- leasing differentially private graphs. Our techniques are based.
Nov 5, 2023 · PrivFusion leverages a graph-based ... models under local differential privacy constraints, ensuring ... “Analyzing graphs with node differential ...
“Graph-based modelling of query sets for differential privacy”. 28th International Conference on Scientific and Statistical Database Management (SSDBM 2016) ...
Sep 27, 2021 · Abstract. This paper introduces Mycelium, the first system to process differentially private queries over large graphs that.
Duration: 41:07
Posted: Sep 5, 2023
Posted: Sep 5, 2023
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