Antonio Montieri

64 papers A 2B 6C 4Misc 1Journal 32Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analyzing the impact of shifts in encrypted mobile-app traffic on multimodal few-shot learning.
Comput. Networks
Davide Di Monda, Giampaolo Bovenzi, Antonio Montieri, Valerio Persico, Antonio Pescapè
2026 J jnl
From prompts to packets: A view from the network on ChatGPT, Copilot, and Gemini.
Comput. Networks
Antonio Montieri, Alfredo Nascita, Antonio Pescapè
2026 J jnl
Lightweight GenAI for Network Traffic Synthesis: Fidelity, Augmentation, and Classification.
CoRR
Giampaolo Bovenzi, Domenico Ciuonzo, Jonatan Krolikowski, Antonio Montieri, Alfredo Nascita, Antonio Pescapè, Dario Rossi
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
2025 — conf
Class Incremental Learning for Network-Agnostic Intrusion Detection Systems.
RTSI
Francesco Cerasuolo, Giampaolo Bovenzi, Antonio Montieri, Antonio Pescapè
2025 B conf
Enhancing Data Offloading in Urban Networks via Machine Learning-based Mobility Prediction.
CNSM
Ilaria Mangiacapra, Paulo M. M. Carvalho, Antonio Montieri, Antonio Pescapè, Emanuel Lima, Solange Rito Lima
2025 — conf
Explainable Predictive Analysis of the Economic and Financial Performance of Italian Publicly Owned Companies.
ICAIIC
Idio Guarino, Antonio Montieri, Domenico Ciuonzo, Antonio Pescapè
2025 — conf
Forecasting Urban Tourism in Napoli: A Comparative Study of Machine and Deep Learning Models.
FiCloud
Ilaria Mangiacapra, Alfredo Nascita, Antonio Montieri, Antonio Pescapè
2025 J jnl
From Prompts to Packets: A View from the Network on ChatGPT, Copilot, and Gemini.
CoRR
Antonio Montieri, Alfredo Nascita, Antonio Pescapè
2025 J jnl
Mapping the Landscape of Generative AI in Network Monitoring and Management.
CoRR
Giampaolo Bovenzi, Francesco Cerasuolo, Domenico Ciuonzo, Davide Di Monda, Idio Guarino, Antonio Montieri, Valerio Persico, Antonio Pescapè
2025 J jnl
Mapping the Landscape of Generative AI in Network Monitoring and Management.
IEEE Trans. Netw. Serv. Manag.
Giampaolo Bovenzi, Francesco Cerasuolo, Domenico Ciuonzo, Davide Di Monda, Idio Guarino, 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
BlockSD-5GNet: Enhancing security of 5G network through blockchain-SDN with ML-based bandwidth prediction.
Trans. Emerg. Telecommun. Technol.
Anichur Rahman, Md. Saikat Islam Khan, Antonio Montieri, Md. Jahidul Islam, Md. Razaul Karim, Mahedi Hasan, Dipanjali Kundu, Mostofa Kamal Nasir, Antonio Pescapè
2024 J jnl
Classifying attack traffic in IoT environments via few-shot learning.
J. Inf. Secur. Appl.
Giampaolo Bovenzi, Davide Di Monda, Antonio Montieri, Valerio Persico, Antonio Pescapè
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
Few-Shot Class-Incremental Learning for Network Intrusion Detection Systems.
IEEE Open J. Commun. Soc.
Davide Di Monda, Antonio Montieri, Valerio Persico, Pasquale Voria, Matteo De Ieso, Antonio Pescapè
2024 B conf
Mirage-App×Act-2024: A Novel Dataset for Mobile App and Activity Traffic Analysis.
WiMob
Idio Guarino, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
2023 — conf
Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems.
FiCloud
Ciro Guida, Alfredo Nascita, Antonio Montieri, Antonio Pescapè
2023 — conf
Few Shot Learning Approaches for Classifying Rare Mobile-App Encrypted Traffic Samples.
INFOCOM Workshops
Giampaolo Bovenzi, Davide Di Monda, Antonio Montieri, Valerio Persico, Antonio Pescapè
2023 — conf
Few Shot Learning Approaches for Classifying Rare Mobile-App Encrypted Traffic Samples.
Ital-IA
Giampaolo Bovenzi, Davide Di Monda, Antonio Montieri, 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 B conf
IoT Botnet-Traffic Classification Using Few-Shot Learning.
IEEE Big Data
Davide Di Monda, Giampaolo Bovenzi, Antonio Montieri, Valerio Persico, Antonio Pescapè
2023 A conf
Meta Mimetic: Few-Shot Classification of Mobile-App Encrypted Traffic via Multimodal Meta-Learning.
ITC
Giampaolo Bovenzi, Davide Di Monda, Antonio Montieri, 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 Comparison of Machine and Deep Learning Models for Detection and Classification of Android Malware Traffic.
ISCC
Giampaolo Bovenzi, Francesco Cerasuolo, Antonio Montieri, Alfredo Nascita, 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
Machine and Deep Learning Approaches for IoT Attack Classification.
INFOCOM Workshops
Alfredo Nascita, Francesco Cerasuolo, Davide Di Monda, Jonas Thern Aberia Garcia, Antonio Montieri, Antonio Pescapè
2022 J jnl
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives.
CoRR
Anichur Rahman, Antonio Montieri, Dipanjali Kundu, Md. Razaul Karim, Md. Jahidul Islam, Sara Umme, Alfredo Nascita, Antonio Pescapè
2022 J jnl
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives.
J. Netw. Syst. Manag.
Anichur Rahman, Antonio Montieri, Dipanjali Kundu, Md. Razaul Karim, Md. Jahidul Islam, Sara Umme, Alfredo Nascita, Antonio Pescapè
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 — 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 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 J jnl
SmartBlock-SDN: An Optimized Blockchain-SDN Framework for Resource Management in IoT.
IEEE Access
Anichur Rahman, Md. Jahidul Islam, Antonio Montieri, Mostofa Kamal Nasir, Md. Mahfuz Reza, Shahab S. Band, Antonio Pescapè, Mahedi Hasan, Mehdi Sookhak, Amir Mosavi
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 Dive into the Dark Web: Hierarchical Traffic Classification of Anonymity Tools.
IEEE Trans. Netw. Sci. Eng.
Antonio Montieri, Domenico Ciuonzo, Giampaolo Bovenzi, Valerio Persico, 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
Computational intelligence intrusion detection techniques in mobile cloud computing environments: Review, taxonomy, and open research issues.
J. Inf. Secur. Appl.
Shahab Shamshirband, Mahdis Fathi, Anthony T. Chronopoulos, Antonio Montieri, Fabio Palumbo, Antonio Pescapè
2020 J jnl
Human behavior sensing: challenges and approaches.
J. Ambient Intell. Humaniz. Comput.
Xiwen Liu, Haiming Chen, Antonio Montieri, Antonio Pescapè
2020 — —
Methodologies for Mobile and Encrypted Traffic Classification via Machine Learning Approaches.
Antonio Montieri
2020 J jnl
Toward effective mobile encrypted traffic classification through deep learning.
Neurocomputing
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, 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
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
2017 J jnl
A sleep scheduling approach based on learning automata for WSN partial coverage.
J. Netw. Comput. Appl.
Habib Mostafaei, Antonio Montieri, 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 — conf
Internet censorship in Italy: An analysis of 3G/4G networks.
ICC
Giuseppe Aceto, Antonio Montieri, Antonio Pescapè
2017 J jnl
On the performance of the wide-area networks interconnecting public-cloud datacenters around the globe.
Comput. Networks
Valerio Persico, Alessio Botta, Pietro Marchetta, Antonio Montieri, Antonio Pescapè
2017 B conf
Traffic Classification of Mobile Apps through Multi-Classification.
GLOBECOM
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
2016 B conf
A First Look at Public-Cloud Inter-Datacenter Network Performance.
GLOBECOM
Valerio Persico, Alessio Botta, 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 C conf
An efficient partial coverage algorithm for wireless sensor networks.
ISCC
Habib Mostafaei, Antonio Montieri, Valerio Persico, Antonio Pescapè
2016 — conf
CloudSurf: A platform for monitoring public-cloud networks.
RTSI
Valerio Persico, Antonio Montieri, Antonio Pescapè
2016 C conf
How and how much traceroute confuses our understanding of network paths.
LANMAN
Pietro Marchetta, Antonio Montieri, Valerio Persico, Antonio Pescapè, Ítalo S. Cunha, Ethan Katz-Bassett
2016 B conf
Internet Censorship in Italy: A First Look at 3G/4G Networks.
CANS
Giuseppe Aceto, Antonio Montieri, Antonio Pescapè
2016 — conf
On the Network Performance of Amazon S3 Cloud-Storage Service.
CloudNet
Valerio Persico, Antonio Montieri, Antonio Pescapè