Abstract:The detection of outliers has become increasingly important for the control and monitoring of large-scale networked systems such as transportation and smart grids. Data from these systems, such as location traces or power consumption, are collected from individual agents, and are often privacy-sensitive. Furthermore, the networked nature of these systems results in the data of different individuals being correlated with each other. In this paper, we use the concept of differential privacy to design a privacy-p… Show more
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