Sfoglia per Autore
Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps
2024 Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A.
AI-powered Internet Traffic Classification: Past, Present, and Future
2023 Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A.
Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems
2023 Guida, C.; Nascita, A.; Montieri, A.; Pescape', A.
Few Shot Learning Approaches for Classifying Rare Mobile-App Encrypted Traffic Samples
2023 Bovenzi, G.; Di Monda, D.; Montieri, A.; Persico, V.; Pescape', A.
Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability
2023 Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A.
IoT Botnet-Traffic Classification Using Few-Shot Learning
2023 Di Monda, D.; Bovenzi, G.; Montieri, A.; Persico, V.; Pescape', A.
Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness
2023 Bovenzi, G.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', Antonio
Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI
2023 Nascita, Alfredo; Montieri, Antonio; Aceto, Giuseppe; Ciuonzo, Domenico; Persico, Valerio; Pescape, Antonio
A Comparison of Machine and Deep Learning Models for Detection and Classification of Android Malware Traffic
2022 Bovenzi, G.; Cerasuolo, F.; Montieri, A.; Nascita, A.; Persico, V.; Pescape', A.
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives
2022 Rahman, A.; Montieri, A.; Kundu, D.; Karim, M. R.; Islam, M. J.; Umme, S.; Nascita, A.; Pescape', A.
Machine and Deep Learning Approaches for IoT Attack Classification
2022 Nascita, A.; Cerasuolo, F.; Monda, D. D.; Garcia, J. T. A.; Montieri, A.; Pescape', A.
A First Look at Accurate Network Traffic Generation in Virtual Environments
2022 Aceto, Giuseppe; Guida, Ciro; Montieri, Antonio; Persico, Valerio; Pescape, Antonio
Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic
2022 Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape, Antonio
Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches
2021 Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape, A.
Packet-level prediction of mobile-app traffic using multitask Deep Learning
2021 Montieri, A.; Bovenzi, G.; Aceto, G.; Ciuonzo, D.; Persico, V.; Pescape, A.
Unveiling MIMETIC: Interpreting deep learning traffic classifiers via XAI techniques
2021 Nascita, A.; Montieri, A.; Aceto, G.; Ciuonzo, D.; Persico, V.; Pescape, A.
Encrypted Multitask Traffic Classification via Multimodal Deep Learning
2021 Aceto, G.; Ciuonzo, D.; Montieri, A.; Nascita, A.; Pescape, A.
Characterization and Prediction of Mobile-App Traffic Using Markov Modeling
2021 Aceto, G.; Bovenzi, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape, A.
SmartBlock-SDN: An Optimized Blockchain-SDN Framework for Resource Management in IoT
2021 Rahman, Anichur; Jahidul Islam, Md.; Montieri, Antonio; Kamal Nasir, Mostofa; Mahfuz Reza, Md.; Shamshirband, Shahab; Pescape', Antonio; Hasan, Mahedi; Sookhak, Mehdi; Mosavi, Amir
Characterizing and Modeling Traffic of Communication and Collaboration Apps Bloomed with COVID-19 Outbreak
2021 Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape, A.
Titolo | Tipologia | Data di pubblicazione | Autore(i) | File |
---|---|---|---|---|
Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps | 1.1 Articolo in rivista | 2024 | Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A. | |
AI-powered Internet Traffic Classification: Past, Present, and Future | 1.1 Articolo in rivista | 2023 | Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A. | |
Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems | 4.1 Articoli in Atti di convegno | 2023 | Guida, C.; Nascita, A.; Montieri, A.; Pescape', A. | |
Few Shot Learning Approaches for Classifying Rare Mobile-App Encrypted Traffic Samples | 4.1 Articoli in Atti di convegno | 2023 | Bovenzi, G.; Di Monda, D.; Montieri, A.; Persico, V.; Pescape', A. | |
Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability | 4.1 Articoli in Atti di convegno | 2023 | Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A. | |
IoT Botnet-Traffic Classification Using Few-Shot Learning | 4.1 Articoli in Atti di convegno | 2023 | Di Monda, D.; Bovenzi, G.; Montieri, A.; Persico, V.; Pescape', A. | |
Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness | 1.1 Articolo in rivista | 2023 | Bovenzi, G.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', Antonio | |
Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI | 1.1 Articolo in rivista | 2023 | Nascita, Alfredo; Montieri, Antonio; Aceto, Giuseppe; Ciuonzo, Domenico; Persico, Valerio; Pescape, Antonio | |
A Comparison of Machine and Deep Learning Models for Detection and Classification of Android Malware Traffic | 4.1 Articoli in Atti di convegno | 2022 | Bovenzi, G.; Cerasuolo, F.; Montieri, A.; Nascita, A.; Persico, V.; Pescape', A. | |
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives | 1.1 Articolo in rivista | 2022 | Rahman, A.; Montieri, A.; Kundu, D.; Karim, M. R.; Islam, M. J.; Umme, S.; Nascita, A.; Pescape', A. | |
Machine and Deep Learning Approaches for IoT Attack Classification | 4.1 Articoli in Atti di convegno | 2022 | Nascita, A.; Cerasuolo, F.; Monda, D. D.; Garcia, J. T. A.; Montieri, A.; Pescape', A. | |
A First Look at Accurate Network Traffic Generation in Virtual Environments | 4.1 Articoli in Atti di convegno | 2022 | Aceto, Giuseppe; Guida, Ciro; Montieri, Antonio; Persico, Valerio; Pescape, Antonio | |
Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic | 1.1 Articolo in rivista | 2022 | Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape, Antonio | |
Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches | 4.1 Articoli in Atti di convegno | 2021 | Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape, A. | |
Packet-level prediction of mobile-app traffic using multitask Deep Learning | 1.1 Articolo in rivista | 2021 | Montieri, A.; Bovenzi, G.; Aceto, G.; Ciuonzo, D.; Persico, V.; Pescape, A. | |
Unveiling MIMETIC: Interpreting deep learning traffic classifiers via XAI techniques | 4.1 Articoli in Atti di convegno | 2021 | Nascita, A.; Montieri, A.; Aceto, G.; Ciuonzo, D.; Persico, V.; Pescape, A. | |
Encrypted Multitask Traffic Classification via Multimodal Deep Learning | 4.1 Articoli in Atti di convegno | 2021 | Aceto, G.; Ciuonzo, D.; Montieri, A.; Nascita, A.; Pescape, A. | |
Characterization and Prediction of Mobile-App Traffic Using Markov Modeling | 1.1 Articolo in rivista | 2021 | Aceto, G.; Bovenzi, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape, A. | |
SmartBlock-SDN: An Optimized Blockchain-SDN Framework for Resource Management in IoT | 1.1 Articolo in rivista | 2021 | Rahman, Anichur; Jahidul Islam, Md.; Montieri, Antonio; Kamal Nasir, Mostofa; Mahfuz Reza, Md.; Shamshirband, Shahab; Pescape', Antonio; Hasan, Mahedi; Sookhak, Mehdi; Mosavi, Amir | |
Characterizing and Modeling Traffic of Communication and Collaboration Apps Bloomed with COVID-19 Outbreak | 4.1 Articoli in Atti di convegno | 2021 | Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape, A. |
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