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2020 – today
- 2024
[j24]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri
, Valerio Persico, Antonio Pescapè:
AI-Powered Internet Traffic Classification: Past, Present, and Future. IEEE Commun. Mag. 62(9): 168-175 (2024)- [j23]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) - [j22]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: 103762 (2024) - [j21]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: 1299-1324 (2024) - [j20]Davide Di Monda, Antonio Montieri, Valerio Persico, Pasquale Voria, Matteo De Ieso, Antonio Pescapè:
Few-Shot Class-Incremental Learning for Network Intrusion Detection Systems. IEEE Open J. Commun. Soc. 5: 6736-6757 (2024) - [c27]Idio Guarino, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè:
Mirage-App×Act-2024: A Novel Dataset for Mobile App and Activity Traffic Analysis. WiMob 2024: 663-666 - 2023
- [j19]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: 103167 (2023) - [j18]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): 1267-1289 (2023) - [c26]Davide Di Monda, Giampaolo Bovenzi, Antonio Montieri, Valerio Persico, Antonio Pescapè:
IoT Botnet-Traffic Classification Using Few-Shot Learning. IEEE Big Data 2023: 3284-3293 - [c25]Ciro Guida, Alfredo Nascita, Antonio Montieri, Antonio Pescapè:
Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems. FiCloud 2023: 328-335 - [c24]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: 1609-1615 - [c23]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: 1-6 - [c22]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: 25-30 - [c21]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: 1-9 - 2022
- [j17]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: 109452 (2022) - [j16]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): 73 (2022) - [c20]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: 1-6 - [c19]Giuseppe Aceto, Ciro Guida, Antonio Montieri, Valerio Persico, Antonio Pescapè:
A First Look at Accurate Network Traffic Generation in Virtual Environments. ISCC 2022: 1-6 - [c18]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: 1-6 - [d1]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè:
MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation. IEEE DataPort, 2022
- [i1]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 abs/2208.02177 (2022) - 2021
- [j15]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: 28361-28376 (2021) - [j14]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: 108529 (2021) - [j13]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè:
DISTILLER: Encrypted traffic classification via multimodal multitask deep learning. J. Netw. Comput. Appl. 183-184: 102985 (2021) - [j12]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): 907-925 (2021) - [j11]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): 4225-4246 (2021) - [c17]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: 1-6 - [c16]Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè:
Unveiling MIMETIC: Interpreting Deep Learning Traffic Classifiers via XAI Techniques. CSR 2021: 455-460 - [c15]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Alfredo Nascita, Antonio Pescapè:
Encrypted Multitask Traffic Classification via Multimodal Deep Learning. ICC 2021: 1-6 - [c14]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: 400-405 - 2020
- [b1]Antonio Montieri:
Methodologies for Mobile and Encrypted Traffic Classification via Machine Learning Approaches. University of Naples Federico II, Italy, 2020 - [j10]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè:
Toward effective mobile encrypted traffic classification through deep learning. Neurocomputing 409: 306-315 (2020) - [j9]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: 102582 (2020) - [j8]Xiwen Liu, Haiming Chen, Antonio Montieri, Antonio Pescapè:
Human behavior sensing: challenges and approaches. J. Ambient Intell. Humaniz. Comput. 11(12): 6043-6058 (2020) - [j7]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): 662-675 (2020) - [j6]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): 1043-1054 (2020)
2010 – 2019
- 2019
- [j5]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè:
MIMETIC: Mobile encrypted traffic classification using multimodal deep learning. Comput. Networks 165 (2019) - [j4]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): 445-458 (2019) - [c13]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè:
MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation. ICCCS 2019: 1-8 - [c12]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: 121-128 - 2018
- [j3]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè:
Multi-classification approaches for classifying mobile app traffic. J. Netw. Comput. Appl. 103: 131-145 (2018) - [c11]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè:
Mobile Encrypted Traffic Classification Using Deep Learning. TMA 2018: 1-8 - 2017
- [j2]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: 67-83 (2017) - [j1]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: 67-78 (2017) - [c10]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè:
Traffic Classification of Mobile Apps through Multi-Classification. GLOBECOM 2017: 1-6 - [c9]Giuseppe Aceto, Antonio Montieri, Antonio Pescapè:
Internet censorship in Italy: An analysis of 3G/4G networks. ICC 2017: 1-6 - [c8]Antonio Montieri, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè:
Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark. ITC 2017: 81-89 - 2016
- [c7]Giuseppe Aceto, Antonio Montieri, Antonio Pescapè:
Internet Censorship in Italy: A First Look at 3G/4G Networks. CANS 2016: 737-742 - [c6]Valerio Persico, Antonio Montieri, Antonio Pescapè:
On the Network Performance of Amazon S3 Cloud-Storage Service. CloudNet 2016: 113-118 - [c5]Valerio Persico, Alessio Botta, Antonio Montieri, Antonio Pescapè:
A First Look at Public-Cloud Inter-Datacenter Network Performance. GLOBECOM 2016: 1-7 - [c4]Habib Mostafaei, Antonio Montieri, Valerio Persico, Antonio Pescapè:
An efficient partial coverage algorithm for wireless sensor networks. ISCC 2016: 501-506 - [c3]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: 1-7 - [c2]Valerio Persico, Antonio Montieri, Antonio Pescapè:
CloudSurf: A platform for monitoring public-cloud networks. RTSI 2016: 1-6 - [c1]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: 507-514
Coauthor Index
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last updated on 2024-12-12 21:03 CET by the dblp team
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