Valerio Persico

77 papers A 2B 10C 6Misc 1Journal 36Unranked 20
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
Iran's January 2026 Internet Shutdown: Public Data, Censorship Methods, and Circumvention Techniques.
CoRR
Giuseppe Aceto, Valerio Persico, Antonio Pescapè
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 B conf
Localizing and Exploiting Concept Areas in LLMs for Downstream Classification Tasks.
IJCNN
Alfredo Nascita, Jonatan Krolikowski, Valerio Persico, Antonio Pescapè, Dario Rossi
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
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 — conf
Interpretability and Complexity Reduction in Iot Network Anomaly Detection Via XAI.
ICASSP Workshops
Alfredo Nascita, Raffaele Carillo, Federica Giampetraglia, Antonio Iacono, Valerio Persico, Antonio Pescapè
2023 J jnl
Blockchain Performance in Industry 4.0: Drivers, use cases, and future directions.
J. Ind. Inf. Integr.
Giampaolo Bovenzi, Giuseppe Aceto, Valerio Persico, Antonio Pescapè
2023 — conf
Explainable Mobile Traffic Classification: the Case of Incremental Learning.
SAFE@CoNEXT
Alfredo Nascita, Francesco Cerasuolo, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, 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
2023 J jnl
S-FoS: A secure workflow scheduling approach for performance optimization in SDN-based IoT-Fog networks.
J. Inf. Secur. Appl.
Saeed Javanmardi, Mohammad Shojafar, Reza Mohammadi, 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
Data Poisoning Attacks against Autoencoder-based Anomaly Detection Models: a Robustness Analysis.
ICC
Giampaolo Bovenzi, Alessio Foggia, Salvatore Santella, Alessandro Testa, Valerio Persico, Antonio Pescapè
2022 B conf
Hierarchical Classification of Android Malware Traffic.
TrustCom
Giampaolo Bovenzi, Valerio Persico, Antonio Pescapè, Anna Piscitelli, Vincenzo Spadari
2022 B conf
Prediction of Mobile-App Network-Video-Traffic Aggregates using Multi-task Deep Learning.
IFIP Networking
Lorenzo Pappone, Francesco Cerasuolo, Valerio Persico, Domenico Ciuonzo, Antonio Pescapè, Flavio Esposito
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 J jnl
Characterization and analysis of cloud-to-user latency: The case of Azure and AWS.
Comput. Networks
Fabio Palumbo, Giuseppe Aceto, Alessio Botta, Domenico Ciuonzo, 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
FPFTS: A joint fuzzy particle swarm optimization mobility-aware approach to fog task scheduling algorithm for Internet of Things devices.
Softw. Pract. Exp.
Saeed Javanmardi, Mohammad Shojafar, Valerio Persico, Antonio Pescapè
2021 J jnl
FUPE: A security driven task scheduling approach for SDN-based IoT-Fog networks.
J. Inf. Secur. Appl.
Saeed Javanmardi, Mohammad Shojafar, Reza Mohammadi, Amin Nazari, Valerio Persico, 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
The Art of Detecting Forwarding Detours.
IEEE Trans. Netw. Serv. Manag.
Julián Martin Del Fiore, Valerio Persico, Pascal Mérindol, Cristel Pelsser, Antonio Pescapè
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 Big Data-Enabled Hierarchical Framework for Traffic Classification.
IEEE Trans. Netw. Sci. Eng.
Giampaolo Bovenzi, 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 B conf
A Hierarchical Hybrid Intrusion Detection Approach in IoT Scenarios.
GLOBECOM
Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2020 J jnl
Industry 4.0 and Health: Internet of Things, Big Data, and Cloud Computing for
J. Ind. Inf. Integr.
Giuseppe Aceto, Valerio Persico, Antonio Pescapè
2019 J jnl
A Survey on Information and Communication Technologies for Industry 4.0: State-of-the-Art, Taxonomies, Perspectives, and Challenges.
IEEE Commun. Surv. Tutorials
Giuseppe Aceto, Valerio Persico, Antonio Pescapè
2019 — ch.
Big Data for Health.
Encyclopedia of Big Data Technologies
Valerio Persico
2019 B conf
Characterizing Cloud-to-User Latency as Perceived by AWS and Azure Users Spread over the Globe.
GLOBECOM
Fabio Palumbo, Giuseppe Aceto, Alessio Botta, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2019 J jnl
Distributed detection with fuzzy censoring sensors in the presence of noise uncertainty.
Neurocomputing
Abdolreza Mohammadi, S. Hamed Javadi, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2019 — conf
Filtering the Noise to Reveal Inter-Domain Lies.
TMA
Julián Martin Del Fiore, Pascal Mérindol, Valerio Persico, Cristel Pelsser, 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 — conf
MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation.
ICCCS
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2019 J jnl
Software-Defined Cloud Computing: A Systematic Review on Latest Trends and Developments.
IEEE Access
Aaqif Afzaal Abbasi, Almas Abbasi, Shahaboddin Shamshirband, Anthony Theodore Chronopoulos, Valerio Persico, Antonio Pescapè
2019 — conf
eMES: Easing Maintenance of Entity Services in Service Oriented Software-Defined Internet of Things.
SDS
Haiming Chen, Valerio Persico, Antonio Pescapè
2018 J jnl
A comprehensive survey on internet outages.
J. Netw. Comput. Appl.
Giuseppe Aceto, Alessio Botta, Pietro Marchetta, Valerio Persico, Antonio Pescapè
2018 B conf
Available Bandwidth vs. Achievable Throughput Measurements in 4G Mobile Networks.
CNSM
Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Antonio Pescapè
2018 J jnl
Benchmarking big data architectures for social networks data processing using public cloud platforms.
Future Gener. Comput. Syst.
Valerio Persico, Antonio Pescapè, Antonio Picariello, Giancarlo Sperlì
2018 C conf
Evaluation of SDN-based bandwidth estimation in Mobile Broad Band networks.
APCC
Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Haiming Chen, Antonio Pescapè
2018 J jnl
The role of Information and Communication Technologies in healthcare: taxonomies, perspectives, and challenges.
J. Netw. Comput. Appl.
Giuseppe Aceto, Valerio Persico, Antonio Pescapè
2017 J jnl
A Fuzzy Approach Based on Heterogeneous Metrics for Scaling Out Public Clouds.
IEEE Trans. Parallel Distributed Syst.
Valerio Persico, Domenico Grimaldi, Antonio Pescapè, Alessandro Salvi, Stefania Santini
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 — conf
An experimental evaluation of the impact of heterogeneous scenarios and virtualization on the available bandwidth estimation tools.
M&N
Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Antonio Pescapè
2017 J jnl
Measuring Networks Using IP Options.
IEEE Netw.
Pietro Marchetta, Valerio Persico, Giuseppe Aceto, Alessio Botta, 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 — conf
SOMETIME: Software defined network-basec Available Bandwidth measurement in MONROE.
TMA
Giuseppe Aceto, Valerio Persico, Antonio Pescapè, Giorgio Ventre
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 J jnl
Integration of Cloud computing and Internet of Things: A survey.
Future Gener. Comput. Syst.
Alessio Botta, Walter de Donato, Valerio Persico, Antonio Pescapè
2016 — —
Network monitoring in public clouds: issues, methodologies, and applications.
Valerio Persico
2016 — conf
On the Network Performance of Amazon S3 Cloud-Storage Service.
CloudNet
Valerio Persico, Antonio Montieri, Antonio Pescapè
2015 B conf
A Feedback-Control Approach for Resource Management in Public Clouds.
GLOBECOM
Domenico Grimaldi, Valerio Persico, Antonio Pescapè, Alessandro Salvi, Stefania Santini
2015 C conf
Experimenting with alternative path tracing solutions.
ISCC
Pietro Marchetta, Walter de Donato, Valerio Persico, Antonio Pescapè
2015 J jnl
Measuring network throughput in the cloud: The case of Amazon EC2.
Comput. Networks
Valerio Persico, Pietro Marchetta, Alessio Botta, Antonio Pescapè
2015 B conf
On Network Throughput Variability in Microsoft Azure Cloud.
GLOBECOM
Valerio Persico, Pietro Marchetta, Alessio Botta, Antonio Pescapè
2014 — conf
On the Integration of Cloud Computing and Internet of Things.
FiCloud
Alessio Botta, Walter de Donato, Valerio Persico, Antonio Pescapè
2014 — conf
The Greenhouse Effect Attack.
CNS
Pietro Marchetta, Valerio Persico, Antonio Pescapè
2013 — conf
Don't trust traceroute (completely).
CoNEXT Student Workhop
Pietro Marchetta, Valerio Persico, Antonio Pescapè, Ethan Katz-Bassett
2013 A conf
Pythia: yet another active probing technique for alias resolution.
CoNEXT
Pietro Marchetta, Valerio Persico, Antonio Pescapè