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 | 448 | 2019 |
MIMETIC: Mobile encrypted traffic classification using multimodal deep learning G Aceto, D Ciuonzo, A Montieri, A Pescapè Computer networks 165, 106944, 2019 | 236 | 2019 |
Multi-classification approaches for classifying mobile app traffic G Aceto, D Ciuonzo, A Montieri, A Pescapé Journal of Network and Computer Applications 103, 131-145, 2018 | 195 | 2018 |
Mobile encrypted traffic classification using deep learning G Aceto, D Ciuonzo, A Montieri, A Pescapé 2018 Network traffic measurement and analysis conference (TMA), 1-8, 2018 | 166 | 2018 |
Computational intelligence intrusion detection techniques in mobile cloud computing environments: Review, taxonomy, and open research issues S Shamshirband, M Fathi, AT Chronopoulos, A Montieri, F Palumbo, ... Journal of Information Security and Applications 55, 102582, 2020 | 149 | 2020 |
A sleep scheduling approach based on learning automata for WSN partialcoverage H Mostafaei, A Montieri, V Persico, A Pescape Journal of Network and Computer Applications 80, 67-78, 2017 | 135 | 2017 |
DISTILLER: Encrypted traffic classification via multimodal multitask deep learning G Aceto, D Ciuonzo, A Montieri, A Pescapé Journal of Network and Computer Applications 183, 102985, 2021 | 130 | 2021 |
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 |
Smartblock-sdn: An optimized blockchain-sdn framework for resource management in iot A Rahman, MJ Islam, A Montieri, MK Nasir, MM Reza, SS Band, ... IEEE Access 9, 28361-28376, 2021 | 125 | 2021 |
Toward effective mobile encrypted traffic classification through deep learning G Aceto, D Ciuonzo, A Montieri, A Pescapé Neurocomputing 409, 306-315, 2020 | 111 | 2020 |
Anonymity services tor, i2p, jondonym: classifying in the dark (web) A Montieri, D Ciuonzo, G Aceto, A Pescape IEEE Transactions on Dependable and Secure Computing 17 (3), 662-675, 2018 | 89 | 2018 |
A dive into the dark web: Hierarchical traffic classification of anonymity tools A Montieri, D Ciuonzo, G Bovenzi, V Persico, A Pescapé IEEE transactions on network science and engineering 7 (3), 1043-1054, 2019 | 72 | 2019 |
MIRAGE: Mobile-app traffic capture and ground-truth creation G Aceto, D Ciuonzo, A Montieri, V Persico, A Pescapé 2019 4th International conference on computing, communications and security …, 2019 | 71 | 2019 |
Characterization and prediction of mobile-app traffic using Markov modeling G Aceto, G Bovenzi, D Ciuonzo, A Montieri, V Persico, A Pescapé IEEE Transactions on Network and Service Management 18 (1), 907-925, 2021 | 64 | 2021 |
On the network performance of amazon S3 cloud-storage service V Persico, A Montieri, A Pescape 2016 5th IEEE International Conference on Cloud Networking (Cloudnet), 113-118, 2016 | 48 | 2016 |
Know your big data trade-offs when classifying encrypted mobile traffic with deep learning G Aceto, D Ciuonzo, A Montieri, V Persico, A Pescapé 2019 Network traffic measurement and analysis conference (TMA), 121-128, 2019 | 46 | 2019 |
On the performance of the wide-area networks interconnecting public-cloud datacenters around the globe V Persico, A Botta, P Marchetta, A Montieri, A Pescapé Computer Networks 112, 67-83, 2017 | 41 | 2017 |
Traffic classification of mobile apps through multi-classification G Aceto, D Ciuonzo, A Montieri, A Pescape GLOBECOM 2017-2017 IEEE Global Communications Conference, 1-6, 2017 | 40 | 2017 |
Machine and deep learning approaches for IoT attack classification A Nascita, F Cerasuolo, D Di Monda, JTA Garcia, A Montieri, A Pescape IEEE INFOCOM 2022-IEEE Conference on Computer Communications Workshops …, 2022 | 39 | 2022 |
Anonymity services Tor, I2P, JonDonym: Classifying in the dark A Montieri, D Ciuonzo, G Aceto, A Pescapé 2017 29th international teletraffic congress (ITC 29) 1, 81-89, 2017 | 37 | 2017 |