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ORCIDAntonio Pescapè
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- affiliation: University of Naples Federico II, Italy
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2020 – today
- 2024
[j102]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)- [j101]Francesco Cerasuolo, Alfredo Nascita, Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi:
MEMENTO: A novel approach for class incremental learning of encrypted traffic. Comput. Networks 245: 110374 (2024) - [j100]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) - [j99]Wei Qin, Haiming Chen, Lei Wang, Yinshui Xia, Alfredo Nascita, Antonio Pescapè:
MCOTM: Mobility-aware computation offloading and task migration for edge computing in industrial IoT. Future Gener. Comput. Syst. 151: 232-241 (2024) - [j98]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) - [j97]Giuseppe Aceto, Fabio Giampaolo, Ciro Guida, Stefano Izzo, Antonio Pescapè, Francesco Piccialli, Edoardo Prezioso:
Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems. J. Netw. Comput. Appl. 229: 103926 (2024) - [j96]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) - [j95]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) - [j94]Giampaolo Bovenzi, Alfredo Nascita, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi:
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification. IEEE Trans. Netw. Serv. Manag. 21(1): 51-69 (2024) - [c144]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 - [c143]Vincenzo Spadari, Francesco Cerasuolo, Giampaolo Bovenzi, Antonio Pescapè:
An MLOps Framework for Explainable Network Intrusion Detection with MLflow. ISCC 2024: 1-6 - [c142]Francesco Cerasuolo, Idio Guarino, Vincenzo Spadari, Giuseppe Aceto, Antonio Pescapè:
XAI for Interpretable Multimodal Architectures with Contextual Input in Mobile Network Traffic Classification. IFIP Networking 2024: 757-762 - 2023
- [j93]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) - [j92]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) - [j91]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) - [j90]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) - [c141]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 - [c140]Francesco Cerasuolo, Giampaolo Bovenzi, Christian Marescalco, Francesco Cirillo, Domenico Ciuonzo, Antonio Pescapè:
Adaptive Intrusion Detection Systems: Class Incremental Learning for IoT Emerging Threats. IEEE Big Data 2023: 3547-3555 - [c139]Ciro Guida, Alfredo Nascita, Antonio Montieri, Antonio Pescapè:
Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems. FiCloud 2023: 328-335 - [c138]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 - [c137]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 - [c136]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 - [c135]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 - [c134]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 - [c133]Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi:
Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. TMA 2023: 1-10 - [e6]Kamal Singh, Abbas Bradai, Pham Tran Anh Quang, Antonio Pescapè, Claudio Fiandrino:
Proceedings of the 2023 on Explainable and Safety Bounded, Fidelitous, Machine Learning for Networking, SAFE 2023, Paris, France, 8 December 2023. ACM 2023 [contents] - [i5]Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi:
Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. CoRR abs/2305.12432 (2023) - 2022
- [j89]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) - [j88]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) - [c132]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 - [c131]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 - [c130]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 - [c129]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 - [c128]Idio Guarino, Giampaolo Bovenzi, Davide Di Monda, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè:
On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection. M&N 2022: 1-6 - [c127]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 - [c126]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
- [i4]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
- [j87]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) - [j86]Mohammad Hossein Homaei, Shahab S. Band, Antonio Pescapè, Amir Mosavi:
DDSLA-RPL: Dynamic Decision System Based on Learning Automata in the RPL Protocol for Achieving QoS. IEEE Access 9: 63131-63148 (2021) - [j85]Rossana Castaldo, Michael J. Chappell, H. Byrne, P. F. Innominato, S. Hughes, Antonio Pescapè, Leandro Pecchia:
Detection of melatonin-onset in real settings via wearable sensors and artificial intelligence. A pilot study. Biomed. Signal Process. Control. 65: 102386 (2021) - [j84]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) - [j83]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) - [j82]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) - [j81]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) - [j80]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) - [j79]Shidrokh Goudarzi, Mohammad Hossein Anisi, Domenico Ciuonzo, Seyed Ahmad Soleymani, Antonio Pescapè:
Employing Unmanned Aerial Vehicles for Improving Handoff Using Cooperative Game Theory. IEEE Trans. Aerosp. Electron. Syst. 57(2): 776-794 (2021) - [j78]Alberto Petrillo, Antonio Pescapè, Stefania Santini:
A Secure Adaptive Control for Cooperative Driving of Autonomous Connected Vehicles in the Presence of Heterogeneous Communication Delays and Cyberattacks. IEEE Trans. Cybern. 51(3): 1134-1149 (2021) - [j77]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) - [j76]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) - [j75]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) - [c125]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 - [c124]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 - [c123]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Alfredo Nascita, Antonio Pescapè:
Encrypted Multitask Traffic Classification via Multimodal Deep Learning. ICC 2021: 1-6 - [c122]Idio Guarino, Alfredo Nascita, Giuseppe Aceto, Antonio Pescapè:
Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity. RTSI 2021: 394-399 - [c121]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 - [c120]Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè, Dario Rossi:
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. TMA 2021 - [i3]Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi:
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. CoRR abs/2107.04464 (2021) - 2020
- [j74]Afzal Badshah, Anwar Ghani, Shahaboddin Shamshirband, Giuseppe Aceto, Antonio Pescapè:
Performance-based service-level agreement in cloud computing to optimise penalties and revenue. IET Commun. 14(7): 1102-1112 (2020) - [j73]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè:
Toward effective mobile encrypted traffic classification through deep learning. Neurocomputing 409: 306-315 (2020) - [j72]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) - [j71]Xiwen Liu, Haiming Chen, Antonio Montieri, Antonio Pescapè:
Human behavior sensing: challenges and approaches. J. Ambient Intell. Humaniz. Comput. 11(12): 6043-6058 (2020) - [j70]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) - [j69]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) - [j68]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) - [j67]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) - [j66]Dmitrii Chemodanov, Prasad Calyam, Flavio Esposito, Ronald G. McGarvey, Kannappan Palaniappan, Antonio Pescapè:
A Near Optimal Reliable Orchestration Approach for Geo-Distributed Latency-Sensitive SFCs. IEEE Trans. Netw. Sci. Eng. 7(4): 2730-2745 (2020) - [c119]Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè:
A Hierarchical Hybrid Intrusion Detection Approach in IoT Scenarios. GLOBECOM 2020: 1-7 - [c118]Giusy Esposito, Giulio Pagliari, Gianluca Coppola, Marco Aiello, Marco Salvatore, Giuseppe Aceto, Antonio Pescapè:
A network performance view of a biobanking system for diagnostic images. ISCC 2020: 1-7 - [i2]Maurizio Aiello, Enrico Cambiaso, Roberto Canonico, Leonardo Maccari, Marco Mellia, Antonio Pescapè, Ivan Vaccari:
IPPO: A Privacy-Aware Architecture for Decentralized Data-sharing. CoRR abs/2001.06420 (2020)
2010 – 2019
- 2019
- [j65]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) - [j64]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè:
MIMETIC: Mobile encrypted traffic classification using multimodal deep learning. Comput. Networks 165 (2019) - [j63]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) - [j62]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) - [j61]Haiming Chen, Kaibin Xie, Li Cui, Antonio Pescapè:
A Formal Methodology for Easing Development and Maintenance of Entity Services in Service Oriented Software-Defined Internet of Things. IEEE Internet Things J. 6(6): 9516-9530 (2019) - [j60]Stefania Santini, Alessandro Salvi, Antonio Saverio Valente, Antonio Pescapè, Michele Segata, Renato Lo Cigno:
Platooning Maneuvers in Vehicular Networks: A Distributed and Consensus-Based Approach. IEEE Trans. Intell. Veh. 4(1): 59-72 (2019) - [j59]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) - [c117]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 - [c116]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè:
MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation. ICCCS 2019: 1-8 - [c115]Xiwen Liu, Haiming Chen, Xianliang Jiang, Jiangbo Qian, Giuseppe Aceto, Antonio Pescapè:
Wi-CR: Human Action Counting and Recognition with Wi-Fi Signals. ICCCS 2019: 1-8 - [c114]Haiming Chen, Xiwen Liu, Ze Zhao, Giuseppe Aceto, Antonio Pescapè:
TaRad: A Thing-Centric Sensing System for Detecting Activities of Daily Living. IDCS 2019: 357-368 - [c113]Alessio Scalingi, Flavio Esposito, Waqar Muhammad, Antonio Pescapè:
Scalable Provisioning of Virtual Network Functions via Supervised Learning. NetSoft 2019: 423-431 - [c112]Chiara Contoli, Fabio Palumbo, Flavio Esposito, Franco Callegati, Antonio Pescapè:
Flock: A Live Migration Protocol for SDN Controllers. NFV-SDN 2019: 1-5 - [c111]Domenico Ciuonzo, Giacinto Gelli, Antonio Pescapè, Francesco Verde:
Decision Fusion Rules in Ambient Backscatter Wireless Sensor Networks. PIMRC 2019: 1-6 - [c110]Haiming Chen, Valerio Persico, Antonio Pescapè:
eMES: Easing Maintenance of Entity Services in Service Oriented Software-Defined Internet of Things. SDS 2019: 80-87 - [c109]Julián Martin Del Fiore, Pascal Mérindol, Valerio Persico, Cristel Pelsser, Antonio Pescapè:
Filtering the Noise to Reveal Inter-Domain Lies. TMA 2019: 17-24 - [c108]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 - [c107]Raffaele Zullo, Antonio Pescapè, Korian Edeline, Benoit Donnet:
Hic Sunt Proxies: Unveiling Proxy Phenomena in Mobile Networks. TMA 2019: 227-232 - 2018
- [j58]Ying-Dar Lin, Irena Atov, Antonio Pescapè:
Network Testing and Analytics. IEEE Commun. Mag. 56(3): 170 (2018) - [j57]Alberto Petrillo, Antonio Pescapè, Stefania Santini:
A collaborative approach for improving the security of vehicular scenarios: The case of platooning. Comput. Commun. 122: 59-75 (2018) - [j56]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) - [j55]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè:
Multi-classification approaches for classifying mobile app traffic. J. Netw. Comput. Appl. 103: 131-145 (2018) - [j54]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) - [j53]Giuseppe Aceto, Alessio Botta, Pietro Marchetta, Valerio Persico, Antonio Pescapè:
A comprehensive survey on internet outages. J. Netw. Comput. Appl. 113: 36-63 (2018) - [c106]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 - [c105]Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Antonio Pescapè:
Available Bandwidth vs. Achievable Throughput Measurements in 4G Mobile Networks. CNSM 2018: 125-133 - [c104]Hossein Doroud, Giuseppe Aceto, Walter de Donato, Elnaz Alizadeh Jarchlo, Andrés Marín López, César D. Guerrero, Antonio Pescapè:
Speeding-Up DPI Traffic Classification with Chaining. GLOBECOM 2018: 1-6 - [c103]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè:
Mobile Encrypted Traffic Classification Using Deep Learning. TMA 2018: 1-8 - 2017
- [j52]Muhammad Khalil Afzal, Mubashir Husain Rehmani, Antonio Pescapè, Sung Won Kim, Waleed Ejaz:
IEEE Access Special Section Editorial: The New Era of Smart Cities: Sensors, Communication Technologies, and Applications. IEEE Access 5: 27836-27840 (2017) - [j51]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) - [j50]Péter Megyesi, Alessio Botta, Giuseppe Aceto, Antonio Pescapè, Sándor Molnár:
Challenges and solution for measuring available bandwidth in software defined networks. Comput. Commun. 99: 48-61 (2017) - [j49]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) - [j48]Pietro Marchetta, Valerio Persico, Giuseppe Aceto, Alessio Botta, Antonio Pescapè:
Measuring Networks Using IP Options. IEEE Netw. 31(3): 30-36 (2017) - [j47]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) - [j46]Stefania Santini, Alessandro Salvi, Antonio Saverio Valente, Antonio Pescapè, Michele Segata, Renato Lo Cigno:
A Consensus-Based Approach for Platooning with Intervehicular Communications and Its Validation in Realistic Scenarios. IEEE Trans. Veh. Technol. 66(3): 1985-1999 (2017) - [c102]