Farhad Farokhi
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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
Secure and private control using semi-homomorphic encryption
F Farokhi, I Shames, N Batterham
Control Engineering Practice 67, 13-20, 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
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
Estimation with strategic sensors
F Farokhi, AMH Teixeira, C Langbort
IEEE Transactions on Automatic Control 62 (2), 724-739, 2016
Secure and private cloud-based control using semi-homomorphic encryption
F Farokhi, I Shames, N Batterham
IFAC-PapersOnLine 49 (22), 163-168, 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
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
A Game-Theoretic Framework for Studying Truck Platooning Incentives
F Farokhi, KH Johansson
Proceedings of the 16th International IEEE Conference on Intelligent …, 2013
Ensuring privacy with constrained additive noise by minimizing Fisher information
F Farokhi, H Sandberg
Automatica 99, 275-288, 2019
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
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
Quadratic Gaussian privacy games
F Farokhi, H Sandberg, I Shames, M Cantoni
IEEE Conference on Decision and Control, 2015
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
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
Stochastic Sensor Scheduling for Networked Control Systems
F Farokhi, KH Johansson
IEEE Transactions on Automatic Control 59 (5), 1147--1162, 2014
A piecewise-constant congestion taxing policy for repeated routing games
F Farokhi, KH Johansson
Transportation Research Part B: Methodological 78, 123-143, 2015
Faithful Implementations of Distributed Algorithms and Control Laws
T Tanaka, F Farokhi, C Langbort
IEEE Transactions on Control of Network Systems, 2017
Optimal privacy-preserving policy using constrained additive noise to minimize the fisher information
F Farokhi, H Sandberg
2017 IEEE 56th annual conference on decision and control (CDC), 2692-2697, 2017
Security analysis of cyber-physical systems using H2 norm
I Shames, F Farokhi, TH Summers
IET Control Theory & Applications 11 (11), 1749-1755, 2017
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