Add to ORKGWe consider the problem of privately releasing aggregated network statistics obtained from solving a DC optimal power flow (OPF) problem. It is shown that the mechanism that determines the noise distribution parameters are linked to the topology of the power system and the monotonicity of the network. We derive a measure of “almost” monotonicity and show how it can be used in conjunction with a linear program in order to release aggregated OPF data using the differential privacy framework
Data is considered the “new oil” in the information society and digital economy. While many commerci...
Thesis: S.M., Massachusetts Institute of Technology, Department of Electrical Engineering and Comput...
The increasing participation of local generation and controllable demand units within the power netw...
We consider the problem of privately releasing aggregated network statistics obtained from solving a...
The increasing participation of local generation and controllable demand units within the power netw...
As a quantitative criterion for privacy of “mechanisms” in the form of data-generating processes, th...
As a quantitative criterion for privacy of “mechanisms” in the form of data-generating processes, th...
As a quantitative criterion for privacy of “mechanisms” in the form of data-generating processes, th...
Differential privacy mechanisms can offer a trade-off between privacy and utility by using privacy m...
As a quantitative criterion for privacy of “mechanisms” in the form of data-generating processes, th...
Differential privacy mechanisms can offer a trade-off between privacy and utility by using privacy m...
As a quantitative criterion for privacy of “mechanisms” in the form of data-generating processes, th...
The pervasiveness of Internet of Things results in vast volumes of personal data generated by smart ...
Data is considered the “new oil” in the information society and digital economy. While many commerci...
Thesis (M.S.)--Wichita State University, College of Engineering, Dept. of Electrical Engineering and...
Data is considered the “new oil” in the information society and digital economy. While many commerci...
Thesis: S.M., Massachusetts Institute of Technology, Department of Electrical Engineering and Comput...
The increasing participation of local generation and controllable demand units within the power netw...
We consider the problem of privately releasing aggregated network statistics obtained from solving a...
The increasing participation of local generation and controllable demand units within the power netw...
As a quantitative criterion for privacy of “mechanisms” in the form of data-generating processes, th...
As a quantitative criterion for privacy of “mechanisms” in the form of data-generating processes, th...
As a quantitative criterion for privacy of “mechanisms” in the form of data-generating processes, th...
Differential privacy mechanisms can offer a trade-off between privacy and utility by using privacy m...
As a quantitative criterion for privacy of “mechanisms” in the form of data-generating processes, th...
Differential privacy mechanisms can offer a trade-off between privacy and utility by using privacy m...
As a quantitative criterion for privacy of “mechanisms” in the form of data-generating processes, th...
The pervasiveness of Internet of Things results in vast volumes of personal data generated by smart ...
Data is considered the “new oil” in the information society and digital economy. While many commerci...
Thesis (M.S.)--Wichita State University, College of Engineering, Dept. of Electrical Engineering and...
Data is considered the “new oil” in the information society and digital economy. While many commerci...
Thesis: S.M., Massachusetts Institute of Technology, Department of Electrical Engineering and Comput...
The increasing participation of local generation and controllable demand units within the power netw...