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Domenico Ciuonzo
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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
5012019
MIMETIC: Mobile Encrypted Traffic Classification using Multimodal Deep Learning
G Aceto, D Ciuonzo, A Montieri, A Pescapé
Elsevier Computer Networks, 106944, 2019
2642019
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
2372021
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
2082018
Rician MIMO Channel-and Jamming-Aware Decision Fusion
D Ciuonzo, A Aubry, V Carotenuto
IEEE Transactions on Signal Processing, 2017
2012017
Massive MIMO Channel-Aware Decision Fusion
D Ciuonzo, P Salvo Rossi, S Dey
IEEE Transactions on Signal Processing, 2015
2002015
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
1982020
Mobile Encrypted Traffic Classification Using Deep Learning
G Aceto, D Ciuonzo, A Montieri, A Pescapé
IEEE/ACM Network Traffic Measurement and Analysis Conference, 2018
1762018
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
1692021
Distributed detection of a non-cooperative target via generalized locally-optimum approaches
D Ciuonzo, PS Rossi
Elsevier Information Fusion 36, 261-274, 2017
1682017
Generalized Rao Test for Decentralized Detection of an Uncooperative Target
D Ciuonzo, PS Rossi, P Willett
IEEE Signal Processing Letters, 2017
1592017
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
1572012
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
1522015
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
1512021
Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark
A Montieri, D Ciuonzo, G Aceto, A Pescapé
29th International Teletraffic Congress (ITC), 2017
145*2017
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
1432016
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
1422015
Performance analysis of time-reversal MUSIC
D Ciuonzo, G Romano, R Solimene
IEEE Transactions on Signal Processing 63 (10), 2650-2662, 2015
1322015
Toward Effective Mobile Encrypted Traffic Classification through Deep Learning
G Aceto, D Ciuonzo, A Montieri, A Pescapé
Elsevier Neurocomputing, 2020
1282020
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
1172015
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