Real-time privacy-preserving data release for smart meters M Shateri, F Messina, P Piantanida, F Labeau IEEE Transactions on Smart Grid 11 (6), 5174-5183, 2020 | 48 | 2020 |
A novel modular positive-sequence synchrophasor estimation algorithm for PMUs F Messina, P Marchi, LR Vega, CG Galarza, H Laiz IEEE Transactions on Instrumentation and Measurement 66 (6), 1164-1175, 2016 | 48 | 2016 |
Adversarial robustness via fisher-rao regularization M Picot, F Messina, M Boudiaf, F Labeau, IB Ayed, P Piantanida IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), 2698-2710, 2022 | 27 | 2022 |
Loss of excitation detection in synchronous generators based on dynamic state estimation P Marchi, PG Estevez, F Messina, CG Galarza IEEE Transactions on Energy Conversion 35 (3), 1606-1616, 2020 | 26 | 2020 |
Optimal differentiator filter banks for PMUs and their feasibility limits F Messina, LR Vega, P Marchi, CG Galarza IEEE Transactions on Instrumentation and Measurement 66 (11), 2948-2956, 2017 | 23 | 2017 |
Deep directed information-based learning for privacy-preserving smart meter data release M Shateri, F Messina, P Piantanida, F Labeau 2019 IEEE International Conference on Communications, Control, and Computing …, 2019 | 22 | 2019 |
Forced oscillation identification and filtering from multi-channel time-frequency representation PG Estevez, P Marchi, F Messina, C Galarza IEEE Transactions on Power Systems 38 (2), 1257-1269, 2022 | 18 | 2022 |
Transformer-based deep learning model for forced oscillation localization M Matar, PG Estevez, P Marchi, F Messina, R Elmoudi, S Wshah International Journal of Electrical Power & Energy Systems 146, 108805, 2023 | 15 | 2023 |
A halfspace-mass depth-based method for adversarial attack detection P Colombo, M Picot, F Granese, M Romanelli, F Messina, P Piant Transactions on Machine Learning Research Journal, 2023 | 15 | 2023 |
Privacy-cost management in smart meters using deep reinforcement learning M Shateri, F Messina, P Piantanida, F Labeau 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 929-933, 2020 | 14 | 2020 |
Online tracking of sub-transient generator model variables using dynamic phasor measurements P Marchi, F Messina, LR Vega, CG Galarza Electric Power Systems Research 180, 106057, 2020 | 14 | 2020 |
A simple unsupervised data depth-based method to detect adversarial images M Picot, G Staerman, F Granese, N Noiry, F Messina, P Piantanida, ... | 12 | 2023 |
Privacy-cost management in smart meters with mutual-information-based reinforcement learning M Shateri, F Messina, P Piantanida, F Labeau IEEE Internet of Things Journal 9 (22), 22389-22398, 2021 | 10 | 2021 |
On the impact of side information on smart meter privacy-preserving methods M Shateri, F Messina, P Piantanida, F Labeau 2020 IEEE International Conference on Communications, Control, and Computing …, 2020 | 7 | 2020 |
Learning sparse privacy-preserving representations for smart meters data M Shateri, F Messina, P Piantanida, F Labeau 2021 IEEE International Conference on Communications, Control, and Computing …, 2021 | 6 | 2021 |
PLL based implementation of a PMU JAZ Mellino, F Messina, P Marchi, C Galarza 2017 XVII Workshop on Information Processing and Control (RPIC), 1-6, 2017 | 6 | 2017 |
MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors F Granese, M Picot, M Romanelli, F Messina, P Piantanida Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 5 | 2022 |
Design of synchrophasor estimation systems with convex semi-infinite programming F Messina, P Marchi, LR Vega, CG Galarza 2016 IEEE Electrical Power and Energy Conference (EPEC), 1-6, 2016 | 5 | 2016 |
Robust autoencoder-based state estimation in power systems M Picot, FJ Messina, F Labeau, P Piantanida 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies …, 2022 | 4 | 2022 |
Privacy-cost management in smart meters: An information-theoretic deep reinforcement learning approach M Shateri, F Messina, P Piantanida, F Labeau arXiv preprint arXiv:2006.06106, 2020 | 3 | 2020 |