Name
Abstract | ||
|---|---|---|
We present spectral differential privacy (SpDP), a novel form of differential privacy (DP) designed to protect the frequency content of time-series data that come from wide sense stationary (WSS) stochastic processes. This notion is motivated by privacy needs in applications with time-series data over unbounded time, such as smart meters. First, a notion of DP on the space of (discretized) spectra... |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1109/JIOT.2021.3107770 | IEEE Internet of Things Journal |
Keywords | DocType | Volume |
Privacy,Differential privacy,Time-domain analysis,Smart meters,Time series analysis,Trajectory,Internet of Things | Journal | 9 |
Issue | ISSN | Citations |
7 | 2327-4662 | 0 |
PageRank | References | Authors |
0.34 | 0 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Kendall Parker | 1 | 0 | 0.34 |
| Hale, M.T. | 2 | 17 | 6.84 |
| Prabir Barooah | 3 | 0 | 0.34 |