Local Differential Privacy for Physical Sensor Data and Sparse Recovery

In this work we explore the utility of locally differentially private thermal sensor data. We design a locally differentially private recovery algorithm for the 1-dimensional, discrete heat source location problem and analyse its performance in terms of the Earth Mover Distance error. Our work indic...

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Hauptverfasser: Gilbert, Anna C, McMillan, Audra
Format: Artikel
Sprache:eng
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