Search Results - "Shumavon, Aram"
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1
Optimum noise mechanism for differentially private queries in discrete finite sets
Published in Cybersecurity (Singapore) (01-12-2024)“…The differential privacy (DP) literature often centers on meeting privacy constraints by introducing noise to the query, typically using a pre-specified…”
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Journal Article -
2
Differentially Private K-Means Clustering Applied to Meter Data Analysis and Synthesis
Published in IEEE transactions on smart grid (01-11-2022)“…The proliferation of smart meters has resulted in a large amount of data being generated. It is increasingly apparent that methods are required for allowing a…”
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Journal Article -
3
Differentially Private -Means Clustering Applied to Meter Data Analysis and Synthesis
Published in IEEE transactions on smart grid (01-01-2022)“…The proliferation of smart meters has resulted in a large amount of data being generated. It is increasingly apparent that methods are required for allowing a…”
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Journal Article -
4
Supervised Learning for Distribution Secondary Systems Modeling: Improving Solar Interconnection Processes
Published in IEEE transactions on sustainable energy (01-04-2022)“…The current interconnection process and hosting capacity analysis for distributed energy resources (DERs), such as photovoltaics (PV) and battery energy…”
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Journal Article -
5
Optimum Noise Mechanism for Differentially Private Queries in Discrete Finite Sets
Published 08-04-2024“…The Differential Privacy (DP) literature often centers on meeting privacy constraints by introducing noise to the query, typically using a pre-specified…”
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Journal Article -
6
Optimum Noise Mechanism for Probabilistic Differentially Private Queries in Discrete Finite Sets
Published in 2023 International Conference on Smart Applications, Communications and Networking (SmartNets) (25-07-2023)“…Most published work on differential privacy (DP) focuses exclusively on meeting privacy constraints by adding to the query noise with a pre-specified…”
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Conference Proceeding -
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Differentially Private $K$-means Clustering Applied to Meter Data Analysis and Synthesis
Published 07-12-2021“…The proliferation of smart meters has resulted in a large amount of data being generated. It is increasingly apparent that methods are required for allowing a…”
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Journal Article -
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Data Privacy for the Grid: Toward a Data Privacy Standard for Inverter-Based and Distributed Energy Resources
Published in IEEE power & energy magazine (01-09-2023)“…The traditional approach to planning the distribution grid has focused on reliability in the context of gradual and reasonably predictable load growth…”
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Magazine Article -
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Grid Planning for Electrification Using Highly Granular Analytics: Insights Into the Transportation Distribution Infrastructure
Published in IEEE power & energy magazine (01-11-2023)“…Many countries are enhancing the planning and interconnection process to accelerate the interconnection of solar, wind, and other technologies to the…”
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Magazine Article