Name
Title | ||
|---|---|---|
Privacy Preserving in Non-Intrusive Load Monitoring: A Differential Privacy Perspective |
Abstract | ||
|---|---|---|
Smart meter devices enable a better understanding of the demand at the potential risk of private information leakage. One promising solution to mitigating such risk is to inject noises into the meter data to achieve a certain level of differential privacy. In this article, we cast one-shot non-intrusive load monitoring (NILM) in the compressive sensing framework, and bridge the gap between the NIL... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/TSG.2020.3038757 | IEEE Transactions on Smart Grid |
Keywords | DocType | Volume |
Privacy,Meters,Compressed sensing,Energy consumption,Differential privacy,Sensitivity,Inference algorithms | Journal | 12 |
Issue | ISSN | Citations |
3 | 1949-3053 | 0 |
PageRank | References | Authors |
0.34 | 0 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Haoxiang Wang | 1 | 0 | 0.34 |
| Jiasheng Zhang | 2 | 0 | 0.34 |
| Chenbei Lu | 3 | 0 | 0.34 |
| Chenye Wu | 4 | 167 | 18.21 |