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2020 – today
- 2024
[j31]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)- [j30]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) - [j29]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) - [j28]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) - [c38]Alfredo Nascita, Raffaele Carillo, Federica Giampetraglia, Antonio Iacono, Valerio Persico, Antonio Pescapè:
Interpretability and Complexity Reduction in Iot Network Anomaly Detection Via XAI. ICASSP Workshops 2024: 325-329 - 2023
- [j27]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) - [j26]Saeed Javanmardi, Mohammad Shojafar, Reza Mohammadi, Valerio Persico, Antonio Pescapè:
S-FoS: A secure workflow scheduling approach for performance optimization in SDN-based IoT-Fog networks. J. Inf. Secur. Appl. 72: 103404 (2023) - [j25]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: 100513 (2023) - [j24]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) - [c37]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 - [c36]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 - [c35]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 - [c34]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 - [c33]Alfredo Nascita, Francesco Cerasuolo, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè:
Explainable Mobile Traffic Classification: the Case of Incremental Learning. SAFE@CoNEXT 2023: 25-31 - [c32]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
- [j23]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) - [c31]Giampaolo Bovenzi, Alessio Foggia, Salvatore Santella, Alessandro Testa, Valerio Persico, Antonio Pescapè:
Data Poisoning Attacks against Autoencoder-based Anomaly Detection Models: a Robustness Analysis. ICC 2022: 5427-5432 - [c30]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 - [c29]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 - [c28]Lorenzo Pappone, Francesco Cerasuolo, Valerio Persico, Domenico Ciuonzo, Antonio Pescapè, Flavio Esposito:
Prediction of Mobile-App Network-Video-Traffic Aggregates using Multi-task Deep Learning. IFIP Networking 2022: 1-6 - [c27]Giampaolo Bovenzi, Valerio Persico, Antonio Pescapè, Anna Piscitelli, Vincenzo Spadari:
Hierarchical Classification of Android Malware Traffic. TrustCom 2022: 1354-1359 - [d1]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè:
MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation. IEEE DataPort, 2022
- 2021
- [j22]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: 107693 (2021) - [j21]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) - [j20]Saeed Javanmardi, Mohammad Shojafar, Reza Mohammadi, Amin Nazari, Valerio Persico, Antonio Pescapè:
FUPE: A security driven task scheduling approach for SDN-based IoT-Fog networks. J. Inf. Secur. Appl. 60: 102853 (2021) - [j19]Saeed Javanmardi, Mohammad Shojafar, Valerio Persico, Antonio Pescapè:
FPFTS: A joint fuzzy particle swarm optimization mobility-aware approach to fog task scheduling algorithm for Internet of Things devices. Softw. Pract. Exp. 51(12): 2519-2539 (2021) - [j18]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) - [j17]Julián Martin Del Fiore, Valerio Persico, Pascal Mérindol, Cristel Pelsser, Antonio Pescapè:
The Art of Detecting Forwarding Detours. IEEE Trans. Netw. Serv. Manag. 18(3): 3619-3632 (2021) - [j16]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) - [c26]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 - [c25]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 - [c24]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
- [j15]Giuseppe Aceto, Valerio Persico, Antonio Pescapè:
Industry 4.0 and Health: Internet of Things, Big Data, and Cloud Computing for Healthcare 4.0. J. Ind. Inf. Integr. 18: 100129 (2020) - [j14]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) - [j13]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): 2608-2619 (2020) - [c23]Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè:
A Hierarchical Hybrid Intrusion Detection Approach in IoT Scenarios. GLOBECOM 2020: 1-7
2010 – 2019
- 2019
- [j12]Aaqif Afzaal Abbasi, Almas Abbasi, Shahaboddin Shamshirband, Anthony Theodore Chronopoulos, Valerio Persico, Antonio Pescapè:
Software-Defined Cloud Computing: A Systematic Review on Latest Trends and Developments. IEEE Access 7: 93294-93314 (2019) - [j11]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): 3467-3501 (2019) - [j10]Abdolreza Mohammadi, S. Hamed Javadi, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè:
Distributed detection with fuzzy censoring sensors in the presence of noise uncertainty. Neurocomputing 351: 196-204 (2019) - [c22]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: 1-6 - [c21]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè:
MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation. ICCCS 2019: 1-8 - [c20]Haiming Chen, Valerio Persico, Antonio Pescapè:
eMES: Easing Maintenance of Entity Services in Service Oriented Software-Defined Internet of Things. SDS 2019: 80-87 - [c19]Julián Martin Del Fiore, Pascal Mérindol, Valerio Persico, Cristel Pelsser, Antonio Pescapè:
Filtering the Noise to Reveal Inter-Domain Lies. TMA 2019: 17-24 - [c18]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 - [r1]Valerio Persico:
Big Data for Health. Encyclopedia of Big Data Technologies 2019 - 2018
- [j9]Valerio Persico, Antonio Pescapè, Antonio Picariello, Giancarlo Sperlì:
Benchmarking big data architectures for social networks data processing using public cloud platforms. Future Gener. Comput. Syst. 89: 98-109 (2018) - [j8]Giuseppe Aceto, Valerio Persico, Antonio Pescapè:
The role of Information and Communication Technologies in healthcare: taxonomies, perspectives, and challenges. J. Netw. Comput. Appl. 107: 125-154 (2018) - [j7]Giuseppe Aceto, Alessio Botta, Pietro Marchetta, Valerio Persico, Antonio Pescapè:
A comprehensive survey on internet outages. J. Netw. Comput. Appl. 113: 36-63 (2018) - [c17]Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Haiming Chen, Antonio Pescapè:
Evaluation of SDN-based bandwidth estimation in Mobile Broad Band networks. APCC 2018: 263-268 - [c16]Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Antonio Pescapè:
Available Bandwidth vs. Achievable Throughput Measurements in 4G Mobile Networks. CNSM 2018: 125-133 - 2017
- [j6]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) - [j5]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) - [j4]Pietro Marchetta, Valerio Persico, Giuseppe Aceto, Alessio Botta, Antonio Pescapè:
Measuring Networks Using IP Options. IEEE Netw. 31(3): 30-36 (2017) - [j3]Valerio Persico, Domenico Grimaldi, Antonio Pescapè, Alessandro Salvi, Stefania Santini:
A Fuzzy Approach Based on Heterogeneous Metrics for Scaling Out Public Clouds. IEEE Trans. Parallel Distributed Syst. 28(8): 2117-2130 (2017) - [c15]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: 1-6 - [c14]Giuseppe Aceto, Valerio Persico, Antonio Pescapè, Giorgio Ventre:
SOMETIME: Software defined network-basec Available Bandwidth measurement in MONROE. TMA 2017: 1-6 - 2016
- [b1]Valerio Persico:
Network monitoring in public clouds: issues, methodologies, and applications. University of Naples Federico II, Italy, 2016 - [j2]Alessio Botta, Walter de Donato, Valerio Persico, Antonio Pescapè:
Integration of Cloud computing and Internet of Things: A survey. Future Gener. Comput. Syst. 56: 684-700 (2016) - [c13]Valerio Persico, Antonio Montieri, Antonio Pescapè:
On the Network Performance of Amazon S3 Cloud-Storage Service. CloudNet 2016: 113-118 - [c12]Valerio Persico, Alessio Botta, Antonio Montieri, Antonio Pescapè:
A First Look at Public-Cloud Inter-Datacenter Network Performance. GLOBECOM 2016: 1-7 - [c11]Habib Mostafaei, Antonio Montieri, Valerio Persico, Antonio Pescapè:
An efficient partial coverage algorithm for wireless sensor networks. ISCC 2016: 501-506 - [c10]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 - [c9]Valerio Persico, Antonio Montieri, Antonio Pescapè:
CloudSurf: A platform for monitoring public-cloud networks. RTSI 2016: 1-6 - [c8]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 - 2015
- [j1]Valerio Persico, Pietro Marchetta, Alessio Botta, Antonio Pescapè:
Measuring network throughput in the cloud: The case of Amazon EC2. Comput. Networks 93: 408-422 (2015) - [c7]Domenico Grimaldi, Valerio Persico, Antonio Pescapè, Alessandro Salvi, Stefania Santini:
A Feedback-Control Approach for Resource Management in Public Clouds. GLOBECOM 2015: 1-7 - [c6]Valerio Persico, Pietro Marchetta, Alessio Botta, Antonio Pescapè:
On Network Throughput Variability in Microsoft Azure Cloud. GLOBECOM 2015: 1-6 - [c5]Pietro Marchetta, Walter de Donato, Valerio Persico, Antonio Pescapè:
Experimenting with alternative path tracing solutions. ISCC 2015: 427-432 - 2014
- [c4]Pietro Marchetta, Valerio Persico, Antonio Pescapè:
The Greenhouse Effect Attack. CNS 2014: 516-517 - [c3]Alessio Botta, Walter de Donato, Valerio Persico, Antonio Pescapè:
On the Integration of Cloud Computing and Internet of Things. FiCloud 2014: 23-30 - 2013
- [c2]Pietro Marchetta, Valerio Persico, Antonio Pescapè, Ethan Katz-Bassett:
Don't trust traceroute (completely). CoNEXT Student Workhop 2013: 5-8 - [c1]Pietro Marchetta, Valerio Persico, Antonio Pescapè:
Pythia: yet another active probing technique for alias resolution. CoNEXT 2013: 229-234
Coauthor Index
[j31] [j30] [j29] [j28] [c38] [j27] [j26] [j25] [j24] [c37] [c36] [c35] [c34] [c33] [c32] [j23] [c31] [c30] [c29] [c28] [c27] [d1] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [c26] [c25] [c24] [j15] [j14] [j13] [c23] [j12] [j11] [j10] [c22] [c21] [c20] [c19] [c18] [j9] [j8] [j7] [c17] [c16] [j6] [j5] [j4] [j3] [c15] [c14] [j2] [c13] [c12] [c11] [c10] [c9] [c8] [j1] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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last updated on 2024-12-02 21:29 CET by the dblp team
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