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
Henrik SandbergProfessor of Decision and Control Systems, KTH Royal Institute of TechnologyVerified email at kth.se
Ming DingData61, CSIRO, AustraliaVerified email at data61.csiro.au
Mohamed Ali (Dali) KaafarProfessor, Executive Director, Research Group Director Faculty of Science and Engineering MacquarieVerified email at mq.edu.au
HV PoorMichael Henry Strater University Professor, Princeton UniversityVerified email at princeton.edu
Girish N. NairUniversity of MelbourneVerified email at unimelb.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 WeiPh.D. Candidate of Nanjing University of Science and TechnologyVerified email at njust.edu.cn
Jun LiNanjing University of Science and TechnologyVerified email at njust.edu.cn
Dragan NesicProfessor, Department of Electrical and Electronic Engineering, University of MelbourneVerified email at unimelb.edu.au
Carlos MurguiaAssistant Professor, Eindhoven University of TecnologyVerified email at tue.nl
Amir SaberiThe Australian National UniversityVerified email at anu.edu.au
Alexandre BayenProfessor Electrical Engineering and Computer Science, UC BerkeleyVerified email at berkeley.edu
Chuan MaNanjing University of Science and TechnologyVerified email at njust.edu.cn
André TeixeiraUppsala UniversityVerified email at it.uu.se
David SmithPrincipal Research Scientist, Data61, CSIRO (NICTA); Adjunct Assoc. Prof., ANUVerified email at data61.csiro.au
vladimir cvetkovicKTH, Stockholm, SwedenVerified email at kth.se

Farhad Farokhi

The University of Melbourne, Australia

Verified email at unimelb.edu.au - Homepage

Privacy Cyber-Security Networked Control Systems Cyber-Physical Systems


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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	433	2020
Secure and private control using semi-homomorphic encryption F Farokhi, I Shames, N Batterham Control Engineering Practice 67, 13-20, 2017	116	2017
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	90	2021
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	80	2012
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	76	2017
Estimation with strategic sensors F Farokhi, AMH Teixeira, C Langbort IEEE Transactions on Automatic Control 62 (2), 724-739, 2016	66	2016
Secure and private cloud-based control using semi-homomorphic encryption F Farokhi, I Shames, N Batterham IFAC-PapersOnLine 49 (22), 163-168, 2016	63	2016
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	62	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	48	2020
A Game-Theoretic Framework for Studying Truck Platooning Incentives F Farokhi, KH Johansson Proceedings of the 16th International IEEE Conference on Intelligent …, 2013	39	2013
Ensuring privacy with constrained additive noise by minimizing Fisher information F Farokhi, H Sandberg Automatica 99, 275-288, 2019	38	2019
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	36	2013
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	31	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	28*	2018
Quadratic Gaussian privacy games F Farokhi, H Sandberg, I Shames, M Cantoni IEEE Conference on Decision and Control, 2015	27	2015
A piecewise-constant congestion taxing policy for repeated routing games F Farokhi, KH Johansson Transportation Research Part B: Methodological 78, 123-143, 2015	27	2015
Stochastic Sensor Scheduling for Networked Control Systems F Farokhi, KH Johansson IEEE Transactions on Automatic Control 59 (5), 1147--1162, 2014	26	2014
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	23	2014
Implementing homomorphic encryption based secure feedback control J Tran, F Farokhi, M Cantoni, I Shames Control Engineering Practice 97, 104350, 2020	20	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	20	2018

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