The Dirichlet Mechanism for Differential Privacy on the Unit Simplex

2020 American Control Conference (ACC) ◽

10.23919/acc45564.2020.9147447 ◽

2020 ◽

Author(s):

Parham Gohari ◽

Bo Wu ◽

Matthew Hale ◽

Ufuk Topcu

Keyword(s):

Differential Privacy ◽

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Differential Privacy on the Unit Simplex via the Dirichlet Mechanism

IEEE Transactions on Information Forensics and Security ◽

10.1109/tifs.2021.3052356 ◽

2021 ◽

Vol 16 ◽

pp. 2326-2340

Author(s):

Parham Gohari ◽

Bo Wu ◽

Calvin Hawkins ◽

Matthew Hale ◽

Ufuk Topcu

Keyword(s):

Differential Privacy ◽

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Proportional Differential Privacy (PDP): A new Approach for Differentially Private Histogram Release based on Buckets Densities

2020 9th IFIP International Conference on Performance Evaluation and Modeling in Wireless Networks (PEMWN) ◽

10.23919/pemwn50727.2020.9293079 ◽

2020 ◽

Author(s):

Mohammed AISSAOUI

Keyword(s):

Differential Privacy ◽

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Differential Privacy for Distributed Consensus with Partial Observations

2020 IEEE 16th International Conference on Control & Automation (ICCA) ◽

10.1109/icca51439.2020.9264381 ◽

2020 ◽

Author(s):

Ye Pu

Keyword(s):

Differential Privacy ◽

Distributed Consensus ◽

Partial Observations

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LightDP: towards automating differential privacy proofs

Proceedings of the 44th ACM SIGPLAN Symposium on Principles of Programming Languages - POPL 2017 ◽

10.1145/3009837.3009884 ◽

2017 ◽

Author(s):

Danfeng Zhang ◽

Daniel Kifer

Keyword(s):

Differential Privacy

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On Sparse Linear Regression in the Local Differential Privacy Model

IEEE Transactions on Information Theory ◽

10.1109/tit.2020.3040406 ◽

2020 ◽

pp. 1-1

Author(s):

Di Wang ◽

Jinhui Xu

Keyword(s):

Linear Regression ◽

Differential Privacy ◽

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Super-convergence and Differential Privacy: Training faster with better privacy guarantees

2021 55th Annual Conference on Information Sciences and Systems (CISS) ◽

10.1109/ciss50987.2021.9400274 ◽

2021 ◽

Author(s):

Osvald Frisk ◽

Friedrich Dormann ◽

Christian Marius Lillelund ◽

Christian Fischer Pedersen

Keyword(s):

Differential Privacy ◽

Super Convergence

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Intermittently differential privacy in smart meters via rechargeable batteries

Electric Power Systems Research ◽

10.1016/j.epsr.2021.107410 ◽

2021 ◽

Vol 199 ◽

pp. 107410

Author(s):

Xing Liu ◽

Huiwei Wang ◽

Guo Chen ◽

Bo Zhou ◽

Aqeel ur Rehman

Keyword(s):

Differential Privacy ◽

Rechargeable Batteries ◽

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Local Differential Privacy for Multi-Agent Distributed Optimal Power Flow

2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) ◽

10.1109/isgt-europe47291.2020.9248851 ◽

2020 ◽

Author(s):

Roel Dobbe ◽

Ye Pu ◽

Jingge Zhu ◽

Kannan Ramchandran ◽

Claire Tomlin

Keyword(s):

Optimal Power Flow ◽

Differential Privacy ◽

Optimal Power ◽

Multi Agent ◽

Distributed Optimal Power Flow

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Graph Node Strength Histogram Publication Method with Node Differential Privacy

Journal of Physics Conference Series ◽

10.1088/1742-6596/1757/1/012186 ◽

2021 ◽

Vol 1757 (1) ◽

pp. 012186

Author(s):

Wenfen Liu ◽

Bixia Liu ◽

Qiang Xu ◽

Hui Lei

Keyword(s):

Differential Privacy ◽

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Low Influence, Utility, and Independence in Differential Privacy: A Curious Case of (3 2)

IEEE Journal on Selected Areas in Information Theory ◽

10.1109/jsait.2021.3056359 ◽

2021 ◽

Vol 2 (1) ◽

pp. 240-252

Author(s):

Rafael G. L. D'Oliveira ◽

Salman Salamatian ◽

Muriel Medard ◽

Parastoo Sadeghi

Keyword(s):

Differential Privacy

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