Giuseppe Aceto

75 papers A 1B 7C 4Misc 2Journal 37Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Iran's January 2026 Internet Shutdown: Public Data, Censorship Methods, and Circumvention Techniques. CoRR Giuseppe Aceto, Valerio Persico, Antonio Pescapè
2025	J	`jnl`	A Survey on Explainable Artificial Intelligence for Internet Traffic Classification and Prediction, and Intrusion Detection. IEEE Commun. Surv. Tutorials Alfredo Nascita, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2024	J	`jnl`	AI-Powered Internet Traffic Classification: Past, Present, and Future. IEEE Commun. Mag. Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2024	J	`jnl`	Benchmarking Class Incremental Learning in Deep Learning Traffic Classification. IEEE Trans. Netw. Serv. Manag. Giampaolo Bovenzi, Alfredo Nascita, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
2024	J	`jnl`	Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps. IEEE Open J. Commun. Soc. Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2024	J	`jnl`	MEMENTO: A novel approach for class incremental learning of encrypted traffic. Comput. Networks Francesco Cerasuolo, Alfredo Nascita, Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
2024	J	`jnl`	Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems. J. Netw. Comput. Appl. Giuseppe Aceto, Fabio Giampaolo, Ciro Guida, Stefano Izzo, Antonio Pescapè, Francesco Piccialli, Edoardo Prezioso
2024	B	`conf`	XAI for Interpretable Multimodal Architectures with Contextual Input in Mobile Network Traffic Classification. IFIP Networking Francesco Cerasuolo, Idio Guarino, Vincenzo Spadari, Giuseppe Aceto, Antonio Pescapè
2023	J	`jnl`	Blockchain Performance in Industry 4.0: Drivers, use cases, and future directions. J. Ind. Inf. Integr. Giampaolo Bovenzi, Giuseppe Aceto, Valerio Persico, Antonio Pescapè
2023	—	`conf`	Explainable Mobile Traffic Classification: the Case of Incremental Learning. SAFE@CoNEXT Alfredo Nascita, Francesco Cerasuolo, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2023	—	`conf`	Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability. ICC Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2023	J	`jnl`	Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI. IEEE Trans. Netw. Serv. Manag. Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2023	J	`jnl`	Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness. Comput. Secur. Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2022	C	`conf`	A First Look at Accurate Network Traffic Generation in Virtual Environments. ISCC Giuseppe Aceto, Ciro Guida, Antonio Montieri, Valerio Persico, Antonio Pescapè
2022	J	`jnl`	Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic. Comput. Networks Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2022	—	`conf`	On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection. M&N Idio Guarino, Giampaolo Bovenzi, Davide Di Monda, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè
2021	—	`conf`	A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. TMA Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè, Dario Rossi
2021	J	`jnl`	A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. CoRR Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
2021	J	`jnl`	Characterization and Prediction of Mobile-App Traffic Using Markov Modeling. IEEE Trans. Netw. Serv. Manag. Giuseppe Aceto, Giampaolo Bovenzi, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2021	J	`jnl`	Characterization and analysis of cloud-to-user latency: The case of Azure and AWS. Comput. Networks Fabio Palumbo, Giuseppe Aceto, Alessio Botta, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2021	—	`conf`	Characterizing and Modeling Traffic of Communication and Collaboration Apps Bloomed With COVID-19 Outbreak. RTSI Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2021	—	`conf`	Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches. CAMAD Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2021	J	`jnl`	DISTILLER: Encrypted traffic classification via multimodal multitask deep learning. J. Netw. Comput. Appl. Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
2021	—	`conf`	Encrypted Multitask Traffic Classification via Multimodal Deep Learning. ICC Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Alfredo Nascita, Antonio Pescapè
2021	—	`conf`	Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity. RTSI Idio Guarino, Alfredo Nascita, Giuseppe Aceto, Antonio Pescapè
2021	J	`jnl`	Packet-level prediction of mobile-app traffic using multitask Deep Learning. Comput. Networks Antonio Montieri, Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2021	Misc	`conf`	Unveiling MIMETIC: Interpreting Deep Learning Traffic Classifiers via XAI Techniques. CSR Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2021	J	`jnl`	XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures. IEEE Trans. Netw. Serv. Manag. Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2020	J	`jnl`	A Big Data-Enabled Hierarchical Framework for Traffic Classification. IEEE Trans. Netw. Sci. Eng. Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2020	B	`conf`	A Hierarchical Hybrid Intrusion Detection Approach in IoT Scenarios. GLOBECOM Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2020	C	`conf`	A network performance view of a biobanking system for diagnostic images. ISCC Giusy Esposito, Giulio Pagliari, Gianluca Coppola, Marco Aiello, Marco Salvatore, Giuseppe Aceto, Antonio Pescapè
2020	J	`jnl`	Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web). IEEE Trans. Dependable Secur. Comput. Antonio Montieri, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè
2020	J	`jnl`	Industry 4.0 and Health: Internet of Things, Big Data, and Cloud Computing for J. Ind. Inf. Integr. Giuseppe Aceto, Valerio Persico, Antonio Pescapè
2020	J	`jnl`	Performance-based service-level agreement in cloud computing to optimise penalties and revenue. IET Commun. Afzal Badshah, Anwar Ghani, Shahaboddin Shamshirband, Giuseppe Aceto, Antonio Pescapè
2020	J	`jnl`	Toward effective mobile encrypted traffic classification through deep learning. Neurocomputing Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
2019	J	`jnl`	A Survey on Information and Communication Technologies for Industry 4.0: State-of-the-Art, Taxonomies, Perspectives, and Challenges. IEEE Commun. Surv. Tutorials Giuseppe Aceto, Valerio Persico, Antonio Pescapè
2019	B	`conf`	Characterizing Cloud-to-User Latency as Perceived by AWS and Azure Users Spread over the Globe. GLOBECOM Fabio Palumbo, Giuseppe Aceto, Alessio Botta, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2019	—	`conf`	Know your Big Data Trade-offs when Classifying Encrypted Mobile Traffic with Deep Learning. TMA Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2019	J	`jnl`	MIMETIC: Mobile encrypted traffic classification using multimodal deep learning. Comput. Networks Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
2019	—	`conf`	MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation. ICCCS Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2019	J	`jnl`	Mobile Encrypted Traffic Classification Using Deep Learning: Experimental Evaluation, Lessons Learned, and Challenges. IEEE Trans. Netw. Serv. Manag. Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
2019	—	`conf`	TaRad: A Thing-Centric Sensing System for Detecting Activities of Daily Living. IDCS Haiming Chen, Xiwen Liu, Ze Zhao, Giuseppe Aceto, Antonio Pescapè
2019	—	`conf`	Wi-CR: Human Action Counting and Recognition with Wi-Fi Signals. ICCCS Xiwen Liu, Haiming Chen, Xianliang Jiang, Jiangbo Qian, Giuseppe Aceto, Antonio Pescapè
2018	J	`jnl`	A comprehensive survey on internet outages. J. Netw. Comput. Appl. Giuseppe Aceto, Alessio Botta, Pietro Marchetta, Valerio Persico, Antonio Pescapè
2018	B	`conf`	Available Bandwidth vs. Achievable Throughput Measurements in 4G Mobile Networks. CNSM Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Antonio Pescapè
2018	C	`conf`	Evaluation of SDN-based bandwidth estimation in Mobile Broad Band networks. APCC Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Haiming Chen, Antonio Pescapè
2018	—	`conf`	Mobile Encrypted Traffic Classification Using Deep Learning. TMA Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
2018	J	`jnl`	Multi-classification approaches for classifying mobile app traffic. J. Netw. Comput. Appl. Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
2018	B	`conf`	Speeding-Up DPI Traffic Classification with Chaining. GLOBECOM Hossein Doroud, Giuseppe Aceto, Walter de Donato, Elnaz Alizadeh Jarchlo, Andrés Marín López, César D. Guerrero, Antonio Pescapè
2018	J	`jnl`	The role of Information and Communication Technologies in healthcare: taxonomies, perspectives, and challenges. J. Netw. Comput. Appl. Giuseppe Aceto, Valerio Persico, Antonio Pescapè
2017	—	`conf`	An experimental evaluation of the impact of heterogeneous scenarios and virtualization on the available bandwidth estimation tools. M&N Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Antonio Pescapè
2017	A	`conf`	Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark. ITC Antonio Montieri, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè
2017	J	`jnl`	Challenges and solution for measuring available bandwidth in software defined networks. Comput. Commun. Péter Megyesi, Alessio Botta, Giuseppe Aceto, Antonio Pescapè, Sándor Molnár
2017	—	`conf`	Internet censorship in Italy: An analysis of 3G/4G networks. ICC Giuseppe Aceto, Antonio Montieri, Antonio Pescapè
2017	J	`jnl`	Measuring Networks Using IP Options. IEEE Netw. Pietro Marchetta, Valerio Persico, Giuseppe Aceto, Alessio Botta, Antonio Pescapè
2017	—	`conf`	SOMETIME: Software defined network-basec Available Bandwidth measurement in MONROE. TMA Giuseppe Aceto, Valerio Persico, Antonio Pescapè, Giorgio Ventre
2017	B	`conf`	Traffic Classification of Mobile Apps through Multi-Classification. GLOBECOM Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
2016	—	`conf`	A First Look at an Automated Pipeline for NGS-Based Breast-Cancer Diagnosis: The CArDIGAN Approach. SITIS Giuseppe Aceto, Antonio Montieri, Valerio Persico, Antonio Pescapè, Valeria D'Argenio, Francesco Salvatore, Lucio Pastore
2016	—	`conf`	Analyzing internet censorship in Pakistan. RTSI Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Muhammad Faheem Awan, Tahir Ahmad, Saad B. Qaisar
2016	Misc	`conf`	Available bandwidth measurement in software defined networks. SAC Péter Megyesi, Alessio Botta, Giuseppe Aceto, Antonio Pescapè, Sándor Molnár
2016	B	`conf`	Internet Censorship in Italy: A First Look at 3G/4G Networks. CANS Giuseppe Aceto, Antonio Montieri, Antonio Pescapè
2015	J	`jnl`	Internet Censorship detection: A survey. Comput. Networks Giuseppe Aceto, Antonio Pescapè
2015	—	`conf`	Monitoring Internet Censorship with UBICA. TMA Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Nick Feamster, Muhammad Faheem Awan, Tahir Ahmad, Saad B. Qaisar
2014	—	`—`	Monitoring Internet censorship: the case of UBICA. Giuseppe Aceto
2013	—	`ch.`	Active Techniques for Available Bandwidth Estimation: Comparison and Application. Data Traffic Monitoring and Analysis Alessio Botta, Alan Davy, Brian Meskill, Giuseppe Aceto
2013	J	`jnl`	Cloud monitoring: A survey. Comput. Networks Giuseppe Aceto, Alessio Botta, Walter de Donato, Antonio Pescapè
2013	J	`jnl`	D-ITG: Distributed Internet Traffic Generator. Prax. Inf.verarb. Kommun. Giuseppe Aceto, Alessio Botta, Walter de Donato, Antonio Pescapè
2013	J	`jnl`	Efficient Storage and Processing of High-Volume Network Monitoring Data. IEEE Trans. Netw. Serv. Manag. Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Cédric Westphal
2013	J	`jnl`	TIE: Traffic Identification Engine. Prax. Inf.verarb. Kommun. Giuseppe Aceto, Alberto Dainotti, Walter de Donato, Antonio Pescapè
2012	—	`conf`	Cloud monitoring: Definitions, issues and future directions. CloudNet Giuseppe Aceto, Alessio Botta, Walter de Donato, Antonio Pescapè
2012	J	`jnl`	On the recent use of email through traffic and network analysis: the impact of OSNs, new trends, and other communication platforms. SIGMETRICS Perform. Evaluation Rev. Giuseppe Aceto, Antonio Pescapè
2012	—	`conf`	Open Source Platforms for Internet Monitoring and Measurement. SITIS Giuseppe Aceto, Alessio Botta, Walter de Donato, Pietro Marchetta, Antonio Pescapè, Giorgio Ventre
2012	J	`jnl`	Unified architecture for network measurement: The case of available bandwidth. J. Netw. Comput. Appl. Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Maurizio D'Arienzo
2011	—	`conf`	An efficient storage technique for network monitoring data. M&N Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Cédric Westphal
2010	C	`conf`	UANM: a platform for experimenting with available bandwidth estimation tools. ISCC Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Maurizio D'Arienzo