Differential Privacy for Power Grid Obfuscation

v1v2 (latest)

Differential Privacy for Power Grid Obfuscation

21 January 2019

Ferdinando Fioretto

Terrence W.K. Mak

Pascal Van Hentenryck

ArXiv (abs)PDF HTML

Papers citing "Differential Privacy for Power Grid Obfuscation"

17 / 17 papers shown

Title
Privacy-Preserving Power Flow Analysis via Secure Multi-Party Computation Jonas von der Heyden Nils Schlüter P. Binfet Martin Asman Markus Zdrallek Tibor Jager M. S. Darup 104 1 0 21 Nov 2024
Bounded and Unbiased Composite Differential Privacy Kai Zhang Yanjun Zhang Ruoxi Sun Pei-Wei Tsai M. Hassan Xingliang Yuan Minhui Xue Jinjun Chen 88 33 0 04 Nov 2023
Vulnerability of Machine Learning Approaches Applied in IoT-based Smart Grid: A Review Zhenyong Zhang Mengxiang Liu Mingyang Sun Ruilong Deng Peng Cheng Dusit Niyato Mo-Yuen Chow Jiming Chen 113 47 0 30 Aug 2023
Differential Privacy for Class-based Data: A Practical Gaussian Mechanism Raksha Ramakrishna Anna Scaglione Tong Wu Nikhil Ravi S. Peisert 69 4 0 08 Jun 2023
Differentially Private Algorithms for Synthetic Power System Datasets V. Dvorkin A. Botterud 36 10 0 20 Mar 2023
Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey Ferdinando Fioretto Cuong Tran Pascal Van Hentenryck Keyu Zhu FaML 73 64 0 16 Feb 2022
Post-processing of Differentially Private Data: A Fairness Perspective Keyu Zhu Ferdinando Fioretto Pascal Van Hentenryck 27 13 0 24 Jan 2022
Privacy, Security, and Utility Analysis of Differentially Private CPES Data Md Tamjid Hossain S. Badsha Haoting Shen 64 10 0 21 Sep 2021
Realistic Differentially-Private Transmission Power Flow Data Release David B. Smith F. Geth Elliott Vercoe Andrew Feutrill Ming Ding Jonathan Chan James Foster Thierry Rakotoarivelo 36 1 0 25 Mar 2021
Differential Privacy for Industrial Internet of Things: Opportunities, Applications and Challenges Bin Jiang Jianqiang Li Guanghui Yue Haoze Song 128 122 0 26 Jan 2021
Decentralized and Secure Generation Maintenance with Differential Privacy P. Ramanan Murat Yildirim N. Gebraeel Edmond Chow 49 0 0 18 Oct 2020
Bias and Variance of Post-processing in Differential Privacy Keyu Zhu Pascal Van Hentenryck Ferdinando Fioretto 58 42 0 09 Oct 2020
Differentially Private Optimal Power Flow for Distribution Grids V. Dvorkin Ferdinando Fioretto Pascal Van Hentenryck Pierre Pinson J. Kazempour 31 48 0 08 Apr 2020
Comparative Study of Differentially Private Synthetic Data Algorithms from the NIST PSCR Differential Privacy Synthetic Data Challenge C. Bowen Joshua Snoke SyDa 19 1 0 28 Nov 2019
PPSM: A Privacy-Preserving Stackelberg Mechanism: Privacy Guarantees for the Coordination of Sequential Electricity and Gas Markets Ferdinando Fioretto Lesia Mitridati Pascal Van Hentenryck 21 1 0 22 Nov 2019
Privacy-Preserving Obfuscation for Distributed Power Systems Terrence W.K. Mak Ferdinando Fioretto Pascal Van Hentenryck 24 40 0 07 Oct 2019
OptStream: Releasing Time Series Privately Ferdinando Fioretto Pascal Van Hentenryck 41 19 0 06 Aug 2018