Mobile encrypted traffic classification using deep learning: Experimental evaluation, lessons learned, and challenges G Aceto, D Ciuonzo, A Montieri, A Pescapé IEEE Transactions on Network and Service Management 16 (2), 445-458, 2019 | 451 | 2019 |
MIMETIC: Mobile Encrypted Traffic Classification using Multimodal Deep Learning G Aceto, D Ciuonzo, A Montieri, A Pescapé Elsevier Computer Networks, 106944, 2019 | 236 | 2019 |
Sensor-fault detection, isolation and accommodation for digital twins via modular data-driven architecture H Darvishi, D Ciuonzo, ER Eide, PS Rossi IEEE Sensors Journal 21 (4), 4827-4838, 2021 | 197 | 2021 |
Multi-classification approaches for classifying mobile app traffic G Aceto, D Ciuonzo, A Montieri, A Pescapé Elsevier Journal of Network and Computer Applications 103, 131-145, 2018 | 193 | 2018 |
Massive MIMO Channel-Aware Decision Fusion D Ciuonzo, P Salvo Rossi, S Dey IEEE Transactions on Signal Processing, 2015 | 189 | 2015 |
Rician MIMO Channel-and Jamming-Aware Decision Fusion D Ciuonzo, A Aubry, V Carotenuto IEEE Transactions on Signal Processing, 2017 | 175 | 2017 |
A Hierarchical Hybrid Intrusion Detection Approach in IoT Scenarios G Bovenzi, G Aceto, D Ciuonzo, V Persico, A Pescapé IEEE Global Comunications Conference (Globecom 2020), 2020 | 166 | 2020 |
Mobile Encrypted Traffic Classification Using Deep Learning G Aceto, D Ciuonzo, A Montieri, A Pescapé IEEE/ACM Network Traffic Measurement and Analysis Conference, 2018 | 165 | 2018 |
Distributed detection of a non-cooperative target via generalized locally-optimum approaches D Ciuonzo, PS Rossi Elsevier Information Fusion 36, 261-274, 2017 | 162 | 2017 |
Generalized Rao Test for Decentralized Detection of an Uncooperative Target D Ciuonzo, PS Rossi, P Willett IEEE Signal Processing Letters, 2017 | 151 | 2017 |
Channel-Aware Decision Fusion in Distributed MIMO Wireless Sensor Networks: Decode-and-Fuse vs. Decode-then-Fuse D Ciuonzo, G Romano, P Salvo Rossi IEEE Transactions on Wireless Communications, 1-10, 2012 | 150 | 2012 |
A Unifying Framework for Adaptive Radar Detection in Homogeneous plus Structured Interference-Part II: Detectors Design D Ciuonzo, A De Maio, D Orlando IEEE Transactions on Signal Processing, 2015 | 144 | 2015 |
Massive MIMO for decentralized estimation of a correlated source A Shirazinia, S Dey, D Ciuonzo, PS Rossi IEEE Transactions on Signal Processing 64 (10), 2499-2512, 2016 | 135 | 2016 |
Intrapulse Radar-Embedded Communications via Multi-objective Optimization D Ciuonzo, A De Maio, G Foglia, M Piezzo IEEE Transactions on Aerospace and Electronic Systems, 2015 | 135 | 2015 |
DISTILLER: Encrypted Traffic Classification via Multimodal Multitask Deep Learning G Aceto, D Ciuonzo, A Montieri, A Pescapé Elsevier Journal of Network and Computer Applications, 2021 | 131 | 2021 |
Performance analysis of time-reversal MUSIC D Ciuonzo, G Romano, R Solimene IEEE Transactions on Signal Processing 63 (10), 2650-2662, 2015 | 131 | 2015 |
XAI meets mobile traffic classification: Understanding and improving multimodal deep learning architectures A Nascita, A Montieri, G Aceto, D Ciuonzo, V Persico, A Pescapé IEEE Transactions on Network and Service Management 18 (4), 4225-4246, 2021 | 127 | 2021 |
Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark A Montieri, D Ciuonzo, G Aceto, A Pescapé 29th International Teletraffic Congress (ITC), 2017 | 125* | 2017 |
A Unifying Framework for Adaptive Radar Detection in Homogeneous plus Structured Interference-Part I: On the Maximal Invariant Statistic D Ciuonzo, A De Maio, D Orlando IEEE Transactions on Signal Processing, 2015 | 112 | 2015 |
Robust waveform and filter bank design of polarimetric radar X Cheng, A Aubry, D Ciuonzo, A De Maio, X Wang IEEE Transactions on Aerospace and Electronic Systems 53 (1), 370-384, 2017 | 109 | 2017 |