Giuseppe Aceto

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 57

Top Topics

Intrusion Detection

Top Venues

Comput. Networks

J. Netw. Comput. Appl.

IEEE Trans. Netw. Serv. Manag.

Publications

Francesco Cerasuolo, Alfredo Nascita, Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
MEMENTO: A novel approach for class incremental learning of encrypted traffic. Comput. Networks 245 (2024)
Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps. IEEE Open J. Commun. Soc. 5 (2024)
Giampaolo Bovenzi, Alfredo Nascita, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Giuseppe Aceto, Fabio Giampaolo, Ciro Guida, Stefano Izzo, Antonio Pescapè, Francesco Piccialli, Edoardo Prezioso
Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems. J. Netw. Comput. Appl. 229 (2024)
Giampaolo Bovenzi, Giuseppe Aceto, Valerio Persico, Antonio Pescapè
Blockchain Performance in Industry 4.0: Drivers, use cases, and future directions. J. Ind. Inf. Integr. 36 (2023)
Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness. Comput. Secur. 128 (2023)
Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Alfredo Nascita, Francesco Cerasuolo, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
Explainable Mobile Traffic Classification: the Case of Incremental Learning. SAFE@CoNEXT (2023)
Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability. ICC (2023)
Idio Guarino, Giampaolo Bovenzi, Davide Di Monda, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè
On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection. M&N (2022)
Giuseppe Aceto, Ciro Guida, Antonio Montieri, Valerio Persico, Antonio Pescapè
A First Look at Accurate Network Traffic Generation in Virtual Environments. ISCC (2022)
Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic. Comput. Networks 219 (2022)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
DISTILLER: Encrypted traffic classification via multimodal multitask deep learning. J. Netw. Comput. Appl. (2021)
Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches. CAMAD (2021)
Fabio Palumbo, Giuseppe Aceto, Alessio Botta, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
Characterization and analysis of cloud-to-user latency: The case of Azure and AWS. Comput. Networks 184 (2021)
Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
Unveiling MIMETIC: Interpreting Deep Learning Traffic Classifiers via XAI Techniques. CSR (2021)
Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. CoRR (2021)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Alfredo Nascita, Antonio Pescapè
Encrypted Multitask Traffic Classification via Multimodal Deep Learning. ICC (2021)
Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè, Dario Rossi
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. TMA (2021)
Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Characterizing and Modeling Traffic of Communication and Collaboration Apps Bloomed With COVID-19 Outbreak. RTSI (2021)
Idio Guarino, Alfredo Nascita, Giuseppe Aceto, Antonio Pescapè
Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity. RTSI (2021)
Antonio Montieri, Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
Packet-level prediction of mobile-app traffic using multitask Deep Learning. Comput. Networks 200 (2021)
Giuseppe Aceto, Giampaolo Bovenzi, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Characterization and Prediction of Mobile-App Traffic Using Markov Modeling. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
A Hierarchical Hybrid Intrusion Detection Approach in IoT Scenarios. GLOBECOM (2020)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
Toward effective mobile encrypted traffic classification through deep learning. Neurocomputing 409 (2020)
Giusy Esposito, Giulio Pagliari, Gianluca Coppola, Marco Aiello, Marco Salvatore, Giuseppe Aceto, Antonio Pescapè
A network performance view of a biobanking system for diagnostic images. ISCC (2020)
Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
A Big Data-Enabled Hierarchical Framework for Traffic Classification. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
Afzal Badshah, Anwar Ghani, Shahaboddin Shamshirband, Giuseppe Aceto, Antonio Pescapè
Performance-based service-level agreement in cloud computing to optimise penalties and revenue. IET Commun. 14 (7) (2020)
Giuseppe Aceto, Valerio Persico, Antonio Pescapè
. J. Ind. Inf. Integr. 18 (2020)
Antonio Montieri, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè
Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web). IEEE Trans. Dependable Secur. Comput. 17 (3) (2020)
Fabio Palumbo, Giuseppe Aceto, Alessio Botta, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
Characterizing Cloud-to-User Latency as Perceived by AWS and Azure Users Spread over the Globe. GLOBECOM (2019)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation. ICCCS (2019)
Giuseppe Aceto, Valerio Persico, Antonio Pescapè
A Survey on Information and Communication Technologies for Industry 4.0: State-of-the-Art, Taxonomies, Perspectives, and Challenges. IEEE Commun. Surv. Tutorials 21 (4) (2019)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
Mobile Encrypted Traffic Classification Using Deep Learning: Experimental Evaluation, Lessons Learned, and Challenges. IEEE Trans. Netw. Serv. Manag. 16 (2) (2019)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Know your Big Data Trade-offs when Classifying Encrypted Mobile Traffic with Deep Learning. TMA (2019)
Haiming Chen, Xiwen Liu, Ze Zhao, Giuseppe Aceto, Antonio Pescapè
TaRad: A Thing-Centric Sensing System for Detecting Activities of Daily Living. IDCS (2019)
Xiwen Liu, Haiming Chen, Xianliang Jiang, Jiangbo Qian, Giuseppe Aceto, Antonio Pescapè
Wi-CR: Human Action Counting and Recognition with Wi-Fi Signals. ICCCS (2019)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
MIMETIC: Mobile encrypted traffic classification using multimodal deep learning. Comput. Networks 165 (2019)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
Mobile Encrypted Traffic Classification Using Deep Learning. TMA (2018)
Hossein Doroud, Giuseppe Aceto, Walter de Donato, Elnaz Alizadeh Jarchlo, Andrés Marín López, César D. Guerrero, Antonio Pescapè
Speeding-Up DPI Traffic Classification with Chaining. GLOBECOM (2018)
Giuseppe Aceto, Alessio Botta, Pietro Marchetta, Valerio Persico, Antonio Pescapè
A comprehensive survey on internet outages. J. Netw. Comput. Appl. 113 (2018)
Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Antonio Pescapè
Available Bandwidth vs. Achievable Throughput Measurements in 4G Mobile Networks. CNSM (2018)
Giuseppe Aceto, Valerio Persico, Antonio Pescapè
The role of Information and Communication Technologies in healthcare: taxonomies, perspectives, and challenges. J. Netw. Comput. Appl. 107 (2018)
Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Haiming Chen, Antonio Pescapè
Evaluation of SDN-based bandwidth estimation in Mobile Broad Band networks. APCC (2018)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
Multi-classification approaches for classifying mobile app traffic. J. Netw. Comput. Appl. 103 (2018)
Giuseppe Aceto, Antonio Montieri, Antonio Pescapè
Internet censorship in Italy: An analysis of 3G/4G networks. ICC (2017)
Antonio Montieri, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè
Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark. ITC (2017)
Giuseppe Aceto, Valerio Persico, Antonio Pescapè, Giorgio Ventre
SOMETIME: Software defined network-basec Available Bandwidth measurement in MONROE. TMA (2017)
Péter Megyesi, Alessio Botta, Giuseppe Aceto, Antonio Pescapè, Sándor Molnár
Challenges and solution for measuring available bandwidth in software defined networks. Comput. Commun. 99 (2017)
Pietro Marchetta, Valerio Persico, Giuseppe Aceto, Alessio Botta, Antonio Pescapè
Measuring Networks Using IP Options. IEEE Netw. 31 (3) (2017)
Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Antonio Pescapè
An experimental evaluation of the impact of heterogeneous scenarios and virtualization on the available bandwidth estimation tools. M&N (2017)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
Traffic Classification of Mobile Apps through Multi-Classification. GLOBECOM (2017)
Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Muhammad Faheem Awan, Tahir Ahmad, Saad B. Qaisar
Analyzing internet censorship in Pakistan. RTSI (2016)
Péter Megyesi, Alessio Botta, Giuseppe Aceto, Antonio Pescapè, Sándor Molnár
Available bandwidth measurement in software defined networks. SAC (2016)
Giuseppe Aceto, Antonio Montieri, Antonio Pescapè
Internet Censorship in Italy: A First Look at 3G/4G Networks. CANS (2016)
Giuseppe Aceto, Antonio Montieri, Valerio Persico, Antonio Pescapè, Valeria D'Argenio, Francesco Salvatore, Lucio Pastore
A First Look at an Automated Pipeline for NGS-Based Breast-Cancer Diagnosis: The CArDIGAN Approach. SITIS (2016)
Giuseppe Aceto, Antonio Pescapè
Internet Censorship detection: A survey. Comput. Networks 83 (2015)
Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Nick Feamster, Muhammad Faheem Awan, Tahir Ahmad, Saad B. Qaisar
Monitoring Internet Censorship with UBICA. TMA (2015)
Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Cédric Westphal
Efficient Storage and Processing of High-Volume Network Monitoring Data. IEEE Trans. Netw. Serv. Manag. 10 (2) (2013)
Giuseppe Aceto, Alessio Botta, Walter de Donato, Antonio Pescapè
D-ITG: Distributed Internet Traffic Generator. Prax. Inf.verarb. Kommun. 36 (1) (2013)
Giuseppe Aceto, Alessio Botta, Walter de Donato, Antonio Pescapè
Cloud monitoring: A survey. Comput. Networks 57 (9) (2013)
Giuseppe Aceto, Alberto Dainotti, Walter de Donato, Antonio Pescapè
TIE: Traffic Identification Engine. Prax. Inf.verarb. Kommun. 36 (1) (2013)
Giuseppe Aceto, Alessio Botta, Walter de Donato, Pietro Marchetta, Antonio Pescapè, Giorgio Ventre
Open Source Platforms for Internet Monitoring and Measurement. SITIS (2012)
Giuseppe Aceto, Alessio Botta, Walter de Donato, Antonio Pescapè
Cloud monitoring: Definitions, issues and future directions. CloudNet (2012)
Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Maurizio D'Arienzo
Unified architecture for network measurement: The case of available bandwidth. J. Netw. Comput. Appl. 35 (5) (2012)
Giuseppe Aceto, Antonio Pescapè
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. 39 (4) (2012)
Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Cédric Westphal
An efficient storage technique for network monitoring data. M&N (2011)
Giuseppe Aceto, Alessio Botta, Antonio Pescapè, Maurizio D'Arienzo
UANM: a platform for experimenting with available bandwidth estimation tools. ISCC (2010)