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首页> 外文期刊>Parallel and Distributed Systems, IEEE Transactions on >EPPDR: An Efficient Privacy-Preserving Demand Response Scheme with Adaptive Key Evolution in Smart Grid
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EPPDR: An Efficient Privacy-Preserving Demand Response Scheme with Adaptive Key Evolution in Smart Grid

机译:EPPDR:智能电网中具有自适应密钥演进功能的高效隐私保护需求响应方案

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摘要

Smart grid has recently emerged as the next generation of power grid due to its distinguished features, such as distributed energy control, robust to load fluctuations, and close user-grid interactions. As a vital component of smart grid, demand response can maintain supply-demand balance and reduce users' electricity bills. Furthermore, it is also critical to preserve user privacy and cyber security in smart grid. In this paper, we propose an efficient privacy-preserving demand response (EPPDR) scheme which employs a homomorphic encryption to achieve privacy-preserving demand aggregation and efficient response. In addition, an adaptive key evolution technique is further investigated to ensure the users' session keys to be forward secure. Security analysis indicates that EPPDR can achieve privacy-preservation of electricity demand, forward secrecy of users' session keys, and evolution of users' private keys. In comparison with an existing scheme which also achieves forward secrecy, EPPDR has better efficiency in terms of computation and communication overheads and can adaptively control the key evolution to balance the trade-off between the communication efficiency and security level.
机译:智能电网由于其独特的功能(例如分布式能源控制,对负载波动的鲁棒性以及紧密的用户-电网交互作用),最近已成为下一代电网。作为智能电网的重要组成部分,需求响应可以保持供需平衡并减少用户的电费。此外,在智能电网中保护用户隐私和网络安全也至关重要。在本文中,我们提出了一种有效的隐私保护需求响应(EPPDR)方案,该方案采用同态加密来实现隐私保护的需求聚合和有效响应。另外,进一步研究了自适应密钥演进技术,以确保用户的会话密钥是前向安全的。安全分析表明,EPPDR可以实现电力需求的隐私保护,用户会话密钥的前向保密以及用户私钥的演进。与也实现了前向保密性的现有方案相比,EPPDR在计算和通信开销方面具有更高的效率,并且可以自适应地控制密钥的演变以平衡通信效率和安全级别之间的权衡。

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