保护隐私,披露经认证的能源使用数据

D. Mashima, Arnab Roy
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引用次数: 17

摘要

最近智能电网技术的进步提供了细粒度的能源使用数据,不仅使电力公司受益,而且使客户受益。如今,客户可以通过共享自己的能源使用数据来利用各种服务。与此同时,与各种第三方服务提供商使用和共享用电数据可能会引起隐私问题。在本文中,我们讨论了一种使用非交互式零知识证明系统的客户与第三方共享能源使用数据的隐私保护机制。在我们的方案下,客户可以在每次数据共享和披露时为她的用电数据添加噪音,而不会完全失去数据真实性的可验证性,从而在第三方保留数据的效用,即使是为了计费或会计目的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Privacy preserving disclosure of authenticated energy usage data
Fine-grained energy usage data made available by recent advancement of smart grid technologies benefit not only electricity utility companies but also customers. Nowadays customers can utilize various services by sharing their own energy usage data. At the same time, such utilization and sharing of electricity usage data with a variety of third party service providers may cause privacy concerns. In this paper, we discuss a privacy preserving mechanism for customers' sharing of energy usage data with third parties using non-interactive zero-knowledge proof systems. Under our scheme, a customer can, for each data sharing and disclosure, add noise to her electricity usage data without entirely losing verifiability of data authenticity, thereby retaining utility of data at third parties even for billing or accounting purposes.
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