| Title | A Cyber-Resilient Privacy Framework for the Smart Grid with Dynamic Billing Capabilities |
| Publication Type | Conference Paper |
| Year of Publication | 2020 |
| Authors | Wagh, Gaurav S., Mishra, Sumita |
| Conference Name | 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) |
| Keywords | Collaboration, composability, data privacy, Distributed databases, High frequency, Human Behavior, Metrics, Policy-Governed Secure Collaboration, privacy, pubcrawl, resilience, Resiliency, Scalability, smart grid consumer privacy, Smart grids, smart meters, tariffs |
| Abstract | The desired features for the smart grid include dynamic billing capabilities along with consumer privacy protection. Existing aggregation-based privacy frameworks have limitations such as centralized designs prone to single points of failure and/or a high computational overload on the smart meters due to in-network aggregation or complex algorithmic operations. Additionally, these existing schemes do not consider how dynamic billing can be implemented while consumer privacy is preserved. In this paper, a cyber-resilient framework that enables dynamic billing while focusing on consumer privacy preservation is proposed. The distributed design provides a framework for spatio-temporal aggregation and keeps the process lightweight for the smart meters. The comparative analysis of our proposed work with existing work shows a significant improvement in terms of the spatial aggregation overhead, overhead on smart meters and scalability. The paper also discusses the resilience of our framework against privacy attacks. |
| DOI | 10.1109/SmartGridComm47815.2020.9302976 |
| Citation Key | wagh_cyber-resilient_2020 |
A Cyber-Resilient Privacy Framework for the Smart Grid with Dynamic Billing Capabilities