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Francisco Messina
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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
482020
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
482016
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
272022
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
262020
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
232017
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
222019
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
182022
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
152023
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
152023
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
142020
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
142020
A simple unsupervised data depth-based method to detect adversarial images
M Picot, G Staerman, F Granese, N Noiry, F Messina, P Piantanida, ...
122023
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
102021
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
72020
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
62021
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
62017
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
52022
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
52016
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
42022
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
32020
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