Nico Saputro and Kemal Akkaya On preserving user privacy in Smart Grid advanced metering infrastructure applications Security and Communication Networks 7
In this paper, we provide a thorough survey and propose a classification of the existing efforts to protect user data privacy. We also investigate and compare the impact of privacy solutions on the performance of AMI applications that utilize data aggregation. The results indicated that the end-to-end latency of end-to-end homomorphic aggregation approach is superior to hop-by-hop concatenation and comparable with hop-by-hop aggregation. However, hop-by-hop aggregation does not provide privacy by itself even though it has the lowest bandwidth requirements.
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