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Antonio Pescapè
University of Napoli Federico II
55
H-index
324
Paper Count
1.6W
Citation Count
0
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Published Papers
63
Publication Date
Publication Date
Impact Factor
Citations
Multimodal contrastive learning-based network intrusion detection
Results in Engineering
IF
7.9
2026-06-06
0
OA
AI
Giampaolo Bovenzi; Idio Guarino; Antonio Pescapè
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A Multimodal and Perturbation-Aware Learning Approach for Robust Traffic Classification
Computer Networks
IF
4.6
2026-02-25
0
OA
AI
Idio Guarino; Giampaolo Bovenzi; Alfredo Nascita; Domenico Ciuonzo; Damiano Carra; Antonio Pescap
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Analyzing the impact of shifts in encrypted mobile-app traffic on multimodal few-shot learning
Computer Networks
IF
4.6
2025-12-15
0
OA
AI
Davide Di Monda; Giampaolo Bovenzi; Antonio Montieri; Valerio Persico; Antonio Pescapè
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An integration perspective of security, privacy, and resource efficiency in IoT-Fog networks: A comprehensive survey
Computer Networks
IF
4.6
2025-06-21
0
PRE
AI
Saeed Javanmardi; Alfredo Nascita; Antonio Pescapè; Giovanni Merlino; Marco Scarpa
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Explainable federated class incremental learning for Encrypted Network Traffic classification
Computer Networks
IF
4.6
2025-06-19
0
OA
AI
Raffaele Carillo; Francesco Cerasuolo; Giampaolo Bovenzi; Domenico Ciuonzo; Antonio Pescapè
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Mapping the Landscape of Generative AI in Network Monitoring and Management
IEEE Transactions on Network and Service Management
IF
5.4
2025-06-01
0
PRE
AI
Giampaolo Bovenzi; Francesco Cerasuolo; Domenico Ciuonzo; Davide Di Monda; Idio Guarino; Antonio Montieri; Valerio Persico; Antonio Pescapé
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Attack-adaptive network intrusion detection systems for IoT networks through class incremental learning
COMPUTER NETWORKS
IF
4.6
2025-05-01
0
OA
AI
Cerasuolo, Francesco; Bovenzi, Giampaolo; Ciuonzo, Domenico; Pescape, Antonio
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A Survey on Explainable Artificial Intelligence for Internet Traffic Classification and Prediction, and Intrusion Detection
IEEE Communications Surveys & Tutorials
IF
0
2024-11-22
0
OA
AI
Alfredo Nascita; Giuseppe Aceto; Domenico Ciuonzo; Antonio Montieri; Valerio Persico; Antonio Pescapé
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AI-Powered Internet Traffic Classification: Past, Present, and Future
IEEE COMMUNICATIONS MAGAZINE
IF
8.2
2024-09-01
1
OA
AI
Aceto, Giuseppe; Ciuonzo, Domenico; Montieri, Antonio; Persico, Valerio; Pescape, Antonio
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Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF
8
2024-09-01
1
OA
AI
Aceto, Giuseppe; Giampaolo, Fabio; Guida, Ciro; Izzo, Stefano; Pescape, Antonio; Piccialli, Francesco; Prezioso, Edoardo
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Classifying attack traffic in IoT environments via few-shot learning
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF
3.7
2024-06-01
1
OA
AI
Bovenzi, Giampaolo; Di Monda, Davide; Montieri, Antonio; Persico, Valerio; Pescape, Antonio
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MCOTM: Mobility-aware computation offloading and task migration for in industrial IoT
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF
6.1
2024-02-01
7
PRE
AI
Qin, Wei; Chen, Haiming; Wang, Lei; Xia, Yinshui; Nascita, Alfredo; Pescape, Antonio
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Few-Shot Class-Incremental Learning for Network Intrusion Detection Systems
ieee open journal of the industrial electronics society
IF
6.1
2024-01-01
0
OA
AI
Di Monda, Davide; Montieri, Antonio; Persico, Valerio; Voria, Pasquale; De Ieso, Matteo; Pescape, Antonio
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Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps
ieee open journal of the industrial electronics society
IF
6.1
2024-01-01
7
OA
AI
Guarino, Idio; Aceto, Giuseppe; Ciuonzo, Domenico; Montieri, Antonio; Persico, Valerio; Pescape, Antonio
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Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness
COMPUTERS & SECURITY
IF
5.4
2023-05-01
34
OA
AI
Bovenzi, Giampaolo; Aceto, Giuseppe; Ciuonzo, Domenico; Montieri, Antonio; Persico, Valerio; Pescape, Antonio
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S-FoS: A secure workflow scheduling approach for performance optimization in SDN-based IoT-Fog networks
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF
3.7
2023-02-01
42
PRE
AI
Javanmardi, Saeed; Shojafar, Mohammad; Mohammadi, Reza; Persico, Valerio; Pescape, Antonio
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On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives
JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT
IF
3.9
2022-09-06
22
OA
AI
Rahman, Anichur; Montieri, Antonio; Kundu, Dipanjali; Karim, Md Razaul; Islam, Md Jahidul; Umme, Sara; Nascita, Alfredo; Pescape, Antonio
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FUPE: A security driven task scheduling approach for SDN-based IoT-Fog networks
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF
3.7
2021-08-01
49
PRE
AI
Javanmardi, Saeed; Shojafar, Mohammad; Mohammadi, Reza; Nazari, Amin; Persico, Valerio; Pescape, Antonio
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DISTILLER: Encrypted traffic classification via multimodal multitask deep learning
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF
8
2021-06-01
110
PRE
AI
Aceto, Giuseppe; Ciuonzo, Domenico; Montieri, Antonio; Pescape, Antonio
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A Secure Adaptive Control for Cooperative Driving of Autonomous Connected Vehicles in the Presence of Heterogeneous Communication Delays and Cyberattacks
IEEE TRANSACTIONS ON CYBERNETICS
IF
10.5
2021-03-01
137
PRE
AI
Petrillo, Alberto; Pescape, Antonio; Santini, Stefania
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Research Directions
No research directions
Co-authors
Cooperation Journals
S
Shahaboddin Shamshirband
H-index: 85 · Papers: 685
A
Amir Mosavi
H-index: 79 · Papers: 958
S
Saverio Stranges
H-index: 78 · Papers: 482
N
Nick Feamster
H-index: 69 · Papers: 412
H
Helen M. Byrne
H-index: 62 · Papers: 508
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