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 | 966 | 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 | 240 | 2021 |
Secure and private control using semi-homomorphic encryption F Farokhi, I Shames, N Batterham Control Engineering Practice 67, 13-20, 2017 | 142 | 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 | 99 | 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 | 89 | 2012 |
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 | 78 | 2020 |
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 | 75 | 2017 |
Secure and private cloud-based control using semi-homomorphic encryption F Farokhi, I Shames, N Batterham IFAC-PapersOnLine 49 (22), 163-168, 2016 | 75 | 2016 |
Estimation with strategic sensors F Farokhi, AMH Teixeira, C Langbort IEEE Transactions on Automatic Control 62 (2), 724-739, 2016 | 68 | 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 | 51 | 2020 |
Ensuring privacy with constrained additive noise by minimizing Fisher information F Farokhi, H Sandberg Automatica 99, 275-288, 2019 | 46 | 2019 |
A Game-Theoretic Framework for Studying Truck Platooning Incentives F Farokhi, KH Johansson Proceedings of the 16th International IEEE Conference on Intelligent …, 2013 | 42 | 2013 |
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 |
Implementing homomorphic encryption based secure feedback control J Tran, F Farokhi, M Cantoni, I Shames Control Engineering Practice 97, 104350, 2020 | 33 | 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 | 32 | 2018 |
A piecewise-constant congestion taxing policy for repeated routing games F Farokhi, KH Johansson Transportation Research Part B: Methodological 78, 123-143, 2015 | 30 | 2015 |
Quadratic Gaussian privacy games F Farokhi, H Sandberg, I Shames, M Cantoni IEEE Conference on Decision and Control, 2015 | 29 | 2015 |
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 | 29 | 2014 |
Stochastic Sensor Scheduling for Networked Control Systems F Farokhi, KH Johansson IEEE Transactions on Automatic Control 59 (5), 1147--1162, 2014 | 28 | 2014 |
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 | 26 | 2018 |