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.
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification
2024 Bovenzi, G.; Nascita, A.; Yang, L.; Finamore, A.; Aceto, G.; Ciuonzo, D.; Pescape', A.; Rossi, D.
AI-powered Internet Traffic Classification: Past, Present, and Future
2023 Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A.
Explainable Mobile Traffic Classification: the Case of Incremental Learning
2023 Nascita, Alfredo; Cerasuolo, Francesco; Aceto, Giuseppe; Ciuonzo, Domenico; Persico, Valerio; 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
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
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.
A First Look at Accurate Network Traffic Generation in Virtual Environments
2022 Aceto, Giuseppe; Guida, Ciro; Montieri, Antonio; Persico, Valerio; Pescape, Antonio
On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection
2022 Guarino, I.; Bovenzi, G.; Di Monda, D.; Aceto, G.; Ciuonzo, D.; 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
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.
Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches
2021 Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape, A.
XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures
2021 Nascita, A.; Montieri, A.; Aceto, G.; Ciuonzo, D.; Persico, V.; Pescape, A.
Characterization and analysis of cloud-to-user latency: The case of Azure and AWS
2021 Palumbo, Fabio; Aceto, Giuseppe; Botta, Alessio; Ciuonzo, Domenico; Persico, Valerio; Pescapé, Antonio
DISTILLER: Encrypted traffic classification via multimodal multitask deep learning
2021 Aceto, Giuseppe; Ciuonzo, Domenico; Montieri, Antonio; Pescapé, Antonio
Characterization and Prediction of Mobile-App Traffic Using Markov Modeling
2021 Aceto, G.; Bovenzi, 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.
Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web)
2020 Pescape, Antonio; Montieri, Antonio; Aceto, Giuseppe; Ciuonzo, Domenico
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. | |
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification | 1.1 Articolo in rivista | 2024 | Bovenzi, G.; Nascita, A.; Yang, L.; Finamore, A.; Aceto, G.; Ciuonzo, D.; Pescape', A.; Rossi, D. | |
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. | |
Explainable Mobile Traffic Classification: the Case of Incremental Learning | 4.1 Articoli in Atti di convegno | 2023 | Nascita, Alfredo; Cerasuolo, Francesco; Aceto, Giuseppe; Ciuonzo, Domenico; Persico, Valerio; 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 | |
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 | |
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. | |
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 | |
On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection | 4.1 Articoli in Atti di convegno | 2022 | Guarino, I.; Bovenzi, G.; Di Monda, D.; Aceto, G.; Ciuonzo, D.; 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 | |
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. | |
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. | |
XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures | 1.1 Articolo in rivista | 2021 | Nascita, A.; Montieri, A.; Aceto, G.; Ciuonzo, D.; Persico, V.; Pescape, A. | |
Characterization and analysis of cloud-to-user latency: The case of Azure and AWS | 1.1 Articolo in rivista | 2021 | Palumbo, Fabio; Aceto, Giuseppe; Botta, Alessio; Ciuonzo, Domenico; Persico, Valerio; Pescapé, Antonio | |
DISTILLER: Encrypted traffic classification via multimodal multitask deep learning | 1.1 Articolo in rivista | 2021 | Aceto, Giuseppe; Ciuonzo, Domenico; Montieri, Antonio; Pescapé, Antonio | |
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. | |
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. | |
Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web) | 1.1 Articolo in rivista | 2020 | Pescape, Antonio; Montieri, Antonio; Aceto, Giuseppe; Ciuonzo, Domenico |
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