作者
Zijian Zhang, Wenqiang Cao, Zhan Qin, Liehuang Zhu, Zhengtao Yu, Kui Ren
发表日期
2017/6/14
研讨会论文
2017 IEEE/ACM 25th International Symposium on Quality of Service (IWQoS)
页码范围
1-9
出版商
IEEE
简介
Millions of the smart meters, as essential components, are being deployed ubiquitously in the next generation power system. However, the public privacy concerns over the users' power consumption leakage raise, since the smart meters' unintermittent readings contain customers' behavior patterns. To alleviate this problem, the state-of-the-art techniques are common to use a rechargeable battery to hide the actual power consumption. Unfortunately, none of the existing works completely provide a rigorous privacy protection with reasonable cost under real-world battery settings, i.e., achieving the well-known differential privacy guarantee economically using batteries with limited charge/discharge rate and capacity. To attain this goal, this paper proposes a differentially private meter reading report mechanism. The main idea is to first narrow down the domain of the noise distribution parameter, in order to decrease the …
引用总数
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