Di-PriDA: Differentially Private Distributed Load Balancing Control for the Smart Grid

The future electrical grid, i.e., smart grid, is envisioned to use appliance-level control to provide sustainable power usage and flexible energy utilization. However, load trace monitoring for appliance-level control poses privacy concerns given that private behaviors can be inferred by electricity...

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Veröffentlicht in:	IEEE transactions on dependable and secure computing 2019-11, Vol.16 (6), p.1026-1039
Hauptverfasser:	Liao, Xiaojing, Srinivasan, Preethi, Formby, David, Beyah, Raheem A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Data analysis Data privacy Datasets differential privacy Eavesdropping Electricity distribution Electricity meters Energy utilization load balance Load balancing Load management Microcontrollers Monitoring non-invasive Power consumption Power demand Privacy Smart grid Smart grids Smart meters Stress concentration Trusted third parties
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