Suivre
Farhad Farokhi
Titre
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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
17452020
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
4912021
Secure and private control using semi-homomorphic encryption
F Farokhi, I Shames, N Batterham
Control Engineering Practice 67, 13-20, 2017
1772017
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
1342017
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
1232020
Secure and private cloud-based control using semi-homomorphic encryption
F Farokhi, I Shames, N Batterham
IFAC-PapersOnLine 49 (22), 163-168, 2016
962016
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
922012
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
872017
Estimation with strategic sensors
F Farokhi, AMH Teixeira, C Langbort
IEEE Transactions on Automatic Control 62 (2), 724-739, 2016
772016
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
762020
Ensuring privacy with constrained additive noise by minimizing Fisher information
F Farokhi, H Sandberg
Automatica 99, 275-288, 2019
542019
A Game-Theoretic Framework for Studying Truck Platooning Incentives
F Farokhi, KH Johansson
Proceedings of the 16th International IEEE Conference on Intelligent …, 2013
472013
Implementing homomorphic encryption based secure feedback control
J Tran, F Farokhi, M Cantoni, I Shames
Control Engineering Practice 97, 104350, 2020
442020
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
392018
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
372013
Modelling and quantifying membership information leakage in machine learning
F Farokhi, MA Kaafar
arXiv preprint arXiv:2001.10648, 2020
352020
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
352018
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
332020
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
332014
Quadratic Gaussian privacy games
F Farokhi, H Sandberg, I Shames, M Cantoni
IEEE Conference on Decision and Control, 2015
312015
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