Differential privacy for real smart metering data

@article{Eibl2016DifferentialPF,
  title={Differential privacy for real smart metering data},
  author={G{\"u}nther Eibl and Dominik Engel},
  journal={Computer Science - Research and Development},
  year={2016},
  volume={32},
  pages={173-182}
}
The collection of detailed consumption data through smart metering has led to privacy concerns. Aggregating the consumption data over a number of smart meters can be used to strike a balance between functional and privacy requirements. A number of contributions have proposed the use of differential privacy in smart metering to perturb aggregates in order to provide a proven privacy property for end consumers. However, as differential privacy has originally been proposed for very large datasets… CONTINUE READING

8 Figures & Tables

Topics

Statistics

0102020172018
Citations per Year

Citation Velocity: 7

Averaging 7 citations per year over the last 2 years.

Learn more about how we calculate this metric in our FAQ.