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

机译:调查网络攻击对需求响应计划的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属性,在此上下文中的属性包括数据和服务。本文通过模拟这些攻击的各种可能模式来调查网络攻击对负载调度应用的影响,同时观察对用户可能的影响。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,其中攻击者能够干扰到家庭能源管理系统(HEMS)的数据摄入量或对下摆的关键数据的修改。动态定价信息和负载简档数据是这里的目标,但是中央控制器用于负载调度目的的其他类型的数据也可以是针对性的。测试床使用基于遗传算法优化的负载调度应用。结果显示,如果此类攻击未正确管理,则对优化负载型材的影响以及它们如何阻止主动需求响应参与。

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