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Investigating the Impacts of Cyber-Attacks on Pricing Data of Home Energy Management Systems in Demand Response Programs

机译:在需求响应计划中调查网络攻击对家庭能源管理系统定价数据的影响

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Provision of security involves protecting lives and properties, and properties in this context include data and services. This paper investigates the impact of cyber-attacks on load scheduling applications by simulating various possible modes for these attacks while observing possible effects on the users. The attack modes used are in the form of denial of service (DoS) and phishing attacks whereby the attacker is able to interfere with data intake to the Home Energy Management Systems (HEMS) or a modification of critical data to the HEMS. The dynamic pricing information and load profile data is the target here although other types of data utilized by the central controller for load scheduling purposes can also be targeted. The test-bed uses load scheduling applications based on genetic algorithm optimization. Results show the impact on optimized load profiles and how they can discourage active demand response participation if such attacks are not properly managed.
机译:提供安全性涉及保护生命和财产,并且在此上下文中的财产包括数据和服务。本文通过模拟这些攻击的各种可能模式,同时观察对用户的可能影响,研究了网络攻击对负载调度应用程序的影响。所使用的攻击模式采用拒绝服务(DoS)和网络钓鱼攻击的形式,攻击者可以借此干扰对家庭能源管理系统(HEMS)的数据接收或对HEMS的关键数据的修改。尽管这里也可以将动态定价信息和负载配置文件数据作为目标,但也可以将中央控制器用于负载调度目的的其他类型的数据作为目标。测试台使用基于遗传算法优化的负荷调度应用程序。结果显示了对优化的负载配置文件的影响,以及如果没有适当管理此类攻击,它们将如何阻止主动的需求响应参与。

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