Antonio Montieri

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 49

Top Topics

Cloud Computing

Cancer Diagnosis

Top Venues

Comput. Networks

IEEE Trans. Netw. Serv. Manag.

J. Netw. Comput. Appl.

Publications

Giampaolo Bovenzi, Davide Di Monda, Antonio Montieri, Valerio Persico, Antonio Pescapè
Classifying attack traffic in IoT environments via few-shot learning. J. Inf. Secur. Appl. 83 (2024)
Anichur Rahman, Md. Saikat Islam Khan, Antonio Montieri, Md. Jahidul Islam, Md. Razaul Karim, Mahedi Hasan, Dipanjali Kundu, Mostofa Kamal Nasir, Antonio Pescapè
BlockSD-5GNet: Enhancing security of 5G network through blockchain-SDN with ML-based bandwidth prediction. Trans. Emerg. Telecommun. Technol. 35 (4) (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)
Ciro Guida, Alfredo Nascita, Antonio Montieri, Antonio Pescapè
Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems. FiCloud (2023)
Giampaolo Bovenzi, Davide Di Monda, Antonio Montieri, Valerio Persico, Antonio Pescapè
Few Shot Learning Approaches for Classifying Rare Mobile-App Encrypted Traffic Samples. Ital-IA (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)
Davide Di Monda, Giampaolo Bovenzi, Antonio Montieri, Valerio Persico, Antonio Pescapè
IoT Botnet-Traffic Classification Using Few-Shot Learning. BigData (2023)
Giampaolo Bovenzi, Davide Di Monda, Antonio Montieri, Valerio Persico, Antonio Pescapè
Few Shot Learning Approaches for Classifying Rare Mobile-App Encrypted Traffic Samples. INFOCOM Workshops (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)
Giampaolo Bovenzi, Davide Di Monda, Antonio Montieri, Valerio Persico, Antonio Pescapè
Meta Mimetic: Few-Shot Classification of Mobile-App Encrypted Traffic via Multimodal Meta-Learning. ITC (2023)
Giuseppe Aceto, Ciro Guida, Antonio Montieri, Valerio Persico, Antonio Pescapè
A First Look at Accurate Network Traffic Generation in Virtual Environments. ISCC (2022)
Giampaolo Bovenzi, Francesco Cerasuolo, Antonio Montieri, Alfredo Nascita, Valerio Persico, Antonio Pescapè
A Comparison of Machine and Deep Learning Models for Detection and Classification of Android Malware Traffic. ISCC (2022)
Alfredo Nascita, Francesco Cerasuolo, Davide Di Monda, Jonas Thern Aberia Garcia, Antonio Montieri, Antonio Pescapè
Machine and Deep Learning Approaches for IoT Attack Classification. INFOCOM Workshops (2022)
Anichur Rahman, Antonio Montieri, Dipanjali Kundu, Md. Razaul Karim, Md. Jahidul Islam, Sara Umme, Alfredo Nascita, Antonio Pescapè
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives. J. Netw. Syst. Manag. 30 (4) (2022)
Anichur Rahman, Antonio Montieri, Dipanjali Kundu, Md. Razaul Karim, Md. Jahidul Islam, Sara Umme, Alfredo Nascita, Antonio Pescapè
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives. CoRR (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)
Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
Unveiling MIMETIC: Interpreting Deep Learning Traffic Classifiers via XAI Techniques. CSR (2021)
Anichur Rahman, Md. Jahidul Islam, Antonio Montieri, Mostofa Kamal Nasir, Md. Mahfuz Reza, Shahab S. Band, Antonio Pescapè, Mahedi Hasan, Mehdi Sookhak, Amir Mosavi
SmartBlock-SDN: An Optimized Blockchain-SDN Framework for Resource Management in IoT. IEEE Access 9 (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)
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)
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)
Antonio Montieri, Domenico Ciuonzo, Giampaolo Bovenzi, Valerio Persico, Antonio Pescapè
A Dive into the Dark Web: Hierarchical Traffic Classification of Anonymity Tools. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Xiwen Liu, Haiming Chen, Antonio Montieri, Antonio Pescapè
Human behavior sensing: challenges and approaches. J. Ambient Intell. Humaniz. Comput. 11 (12) (2020)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
Toward effective mobile encrypted traffic classification through deep learning. Neurocomputing 409 (2020)
Shahab Shamshirband, Mahdis Fathi, Anthony T. Chronopoulos, Antonio Montieri, Fabio Palumbo, Antonio Pescapè
Computational intelligence intrusion detection techniques in mobile cloud computing environments: Review, taxonomy, and open research issues. J. Inf. Secur. Appl. 55 (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)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation. ICCCS (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)
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)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
Multi-classification approaches for classifying mobile app traffic. J. Netw. Comput. Appl. 103 (2018)
Valerio Persico, Alessio Botta, Pietro Marchetta, Antonio Montieri, Antonio Pescapè
On the performance of the wide-area networks interconnecting public-cloud datacenters around the globe. Comput. Networks 112 (2017)
Giuseppe Aceto, Antonio Montieri, Antonio Pescapè
Internet censorship in Italy: An analysis of 3G/4G networks. ICC (2017)
Habib Mostafaei, Antonio Montieri, Valerio Persico, Antonio Pescapè
A sleep scheduling approach based on learning automata for WSN partial coverage. J. Netw. Comput. Appl. 80 (2017)
Antonio Montieri, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè
Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark. ITC (2017)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
Traffic Classification of Mobile Apps through Multi-Classification. GLOBECOM (2017)
Pietro Marchetta, Antonio Montieri, Valerio Persico, Antonio Pescapè, Ítalo S. Cunha, Ethan Katz-Bassett
How and how much traceroute confuses our understanding of network paths. LANMAN (2016)
Valerio Persico, Antonio Montieri, Antonio Pescapè
On the Network Performance of Amazon S3 Cloud-Storage Service. CloudNet (2016)
Giuseppe Aceto, Antonio Montieri, Antonio Pescapè
Internet Censorship in Italy: A First Look at 3G/4G Networks. CANS (2016)
Habib Mostafaei, Antonio Montieri, Valerio Persico, Antonio Pescapè
An efficient partial coverage algorithm for wireless sensor networks. ISCC (2016)
Valerio Persico, Antonio Montieri, Antonio Pescapè
CloudSurf: A platform for monitoring public-cloud networks. RTSI (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)
Valerio Persico, Alessio Botta, Antonio Montieri, Antonio Pescapè
A First Look at Public-Cloud Inter-Datacenter Network Performance. GLOBECOM (2016)