Farhad Farokhi

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Iman ShamesAustralian National UniversityVerified email at anu.edu.au
Karl H. JohanssonEECS and Digital Futures, KTH Royal Institute of Technology, SwedenVerified email at kth.se
Ming DingPrincipal Research Scientist & Science Lead, CSIRO, AU; Adjunct Professor@Swinburne; Editor@COMSTVerified email at data61.csiro.au
Henrik SandbergProfessor of Decision and Control Systems, KTH Royal Institute of TechnologyVerified email at kth.se
Cedric LangbortVerified email at illinois.edu
HV PoorMichael Henry Strater University Professor, Princeton UniversityVerified email at princeton.edu
Dali KaafarProfessor, Executive Director, Research Group Director Faculty of Science and Engineering MacquarieVerified email at mq.edu.au
Tony Q.S. QuekFull Professor and ISTD Pillar Head, SUTDVerified email at ieee.org
Shi JinSoutheast UniversityVerified email at seu.edu.cn
Howard H. YangAssistant Professor, ZJU-UIUC Institute, Zhejiang UniversityVerified email at intl.zju.edu.cn
Kang Wei (韦康)PolyU; NJUST; XDUVerified email at polyu.edu.hk
Jun Li（李骏）Nanjing University of Science an TechnologyVerified email at njust.edu.cn
Girish N. NairUniversity of MelbourneVerified email at unimelb.edu.au
Chuan MaAssociate Professor, School of Computer Science, Chongqing UniversityVerified email at cqu.edu.cn
Carlos MurguiaAssistant Professor, Eindhoven University of TecnologyVerified email at tue.nl
Dragan NesicProfessor, Department of Electrical and Electronic Engineering, University of MelbourneVerified email at unimelb.edu.au
Amir SaberiAGL EnergyVerified email at agl.com.au
Alexandre BayenProfessor Electrical Engineering and Computer Science, UC BerkeleyVerified email at berkeley.edu
Zihuai LinUniversity of SydneyVerified email at sydney.edu.au
Bo LiuUniversity of Technology SydneyVerified email at uts.edu.au

Farhad Farokhi

The University of Melbourne, Australia

Verified email at unimelb.edu.au - Homepage

Privacy Cyber-Security Networked Control Cyber-Physical Systems Quantum Information Theory


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Federated learning with differential privacy: Algorithms and performance analysis K Wei, J Li, M Ding, C Ma, HH Yang, F Farokhi, S Jin, TQS Quek, HV Poor IEEE transactions on information forensics and security 15, 3454-3469, 2020	1744	2020
When machine learning meets privacy: A survey and outlook B Liu, M Ding, S Shaham, W Rahayu, F Farokhi, Z Lin ACM Computing Surveys (CSUR) 54 (2), 1-36, 2021	490	2021
Secure and private control using semi-homomorphic encryption F Farokhi, I Shames, N Batterham Control Engineering Practice 67, 13-20, 2017	177	2017
Towards encrypted MPC for linear constrained systems MS Darup, A Redder, I Shames, F Farokhi, D Quevedo IEEE Control Systems Letters 2 (2), 195-200, 2017	134	2017
The value of collaboration in convex machine learning with differential privacy N Wu, F Farokhi, D Smith, MA Kaafar 2020 IEEE Symposium on Security and Privacy (SP), 304-317, 2020	123	2020
Secure and private cloud-based control using semi-homomorphic encryption F Farokhi, I Shames, N Batterham IFAC-PapersOnLine 49 (22), 163-168, 2016	96	2016
Distributed MPC via dual decomposition and alternating direction method of multipliers F Farokhi, I Shames, KH Johansson Distributed Distributed Model Predictive Control Made Easy (J. M. Maestre …, 2012	92	2012
Fisher information as a measure of privacy: Preserving privacy of households with smart meters using batteries F Farokhi, H Sandberg IEEE Transactions on Smart Grid 9 (5), 4726-4734, 2017	86	2017
Estimation with strategic sensors F Farokhi, AMH Teixeira, C Langbort IEEE Transactions on Automatic Control 62 (2), 724-739, 2016	77	2016
Secure and private implementation of dynamic controllers using semihomomorphic encryption C Murguia, F Farokhi, I Shames IEEE Transactions on Automatic Control 65 (9), 3950-3957, 2020	76	2020
Ensuring privacy with constrained additive noise by minimizing Fisher information F Farokhi, H Sandberg Automatica 99, 275-288, 2019	54	2019
A Game-Theoretic Framework for Studying Truck Platooning Incentives F Farokhi, KH Johansson Proceedings of the 16th International IEEE Conference on Intelligent …, 2013	47	2013
Implementing homomorphic encryption based secure feedback control J Tran, F Farokhi, M Cantoni, I Shames Control Engineering Practice 97, 104350, 2020	44	2020
Information patterns in the modeling and design of mobility management services A Keimer, N Laurent-Brouty, F Farokhi, H Signargout, V Cvetkovic, ... Proceedings of the IEEE 106 (4), 554-576, 2018	39	2018
Optimal Structured Static State-Feedback Control Design with Limited Model Information for Fully-Actuated Systems F Farokhi, C Langbort, KH Johansson Automatica 49 (2), 326-337, 2013	37	2013
Modelling and quantifying membership information leakage in machine learning F Farokhi, MA Kaafar arXiv preprint arXiv:2001.10648, 2020	35	2020
Secure control of nonlinear systems using semi-homomorphic encryption Y Lin, F Farokhi, I Shames, D Nešić 2018 IEEE conference on decision and control (CDC), 5002-5007, 2018	35	2018
Review of results on smart‐meter privacy by data manipulation, demand shaping, and load scheduling F Farokhi IET Smart Grid 3 (5), 605-613, 2020	33	2020
A study of truck platooning incentives using a congestion game F Farokhi, KH Johansson IEEE Transactions on intelligent transportation systems 16 (2), 581-595, 2014	33	2014
Quadratic Gaussian privacy games F Farokhi, H Sandberg, I Shames, M Cantoni IEEE Conference on Decision and Control, 2015	31	2015

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