Giampaolo Bovenzi - Publications, H-index & Citations

Giampaolo Bovenzi

pegaso telematic university

14H指数

38论文数

758被引数

收录论文 10

发表时间

Multimodal contrastive learning-based network intrusion detection 基于多模态对比学习的网络入侵检测

Results in Engineering

IF7.9

2026-06-06

OAAI

Giampaolo Bovenzi; Idio Guarino; Antonio Pescapè

A Multimodal and Perturbation-Aware Learning Approach for Robust Traffic Classification 一种多模态和扰动感知学习的方法用于鲁棒交通分类

Computer Networks

IF4.6

2026-02-25

OAAI

Idio Guarino; Giampaolo Bovenzi; Alfredo Nascita; Domenico Ciuonzo; Damiano Carra; Antonio Pescap

Analyzing the impact of shifts in encrypted mobile-app traffic on multimodal few-shot learning 分析加密移动应用流量变化对多模态少样本学习的影响

Computer Networks

IF4.6

2025-12-15

OAAI

Davide Di Monda; Giampaolo Bovenzi; Antonio Montieri; Valerio Persico; Antonio Pescapè

Explainable federated class incremental learning for Encrypted Network Traffic classification 可解释的联邦增量类别学习方法在加密网络流量分类中的应用

Computer Networks

IF4.6

2025-06-19

OAAI

Raffaele Carillo; Francesco Cerasuolo; Giampaolo Bovenzi; Domenico Ciuonzo; Antonio Pescapè

Mapping the Landscape of Generative AI in Network Monitoring and Management 网络监控与管理中生成式人工智能的格局映射

IEEE Transactions on Network and Service Management

IF5.4

2025-06-01

PREAI

Giampaolo Bovenzi; Francesco Cerasuolo; Domenico Ciuonzo; Davide Di Monda; Idio Guarino; Antonio Montieri; Valerio Persico; Antonio Pescapé

Attack-adaptive network intrusion detection systems for IoT networks through class incremental learning 基于类别增量学习的物联网网络入侵检测系统的攻击自适应方法

COMPUTER NETWORKS

IF4.6

2025-05-01

OAAI

Cerasuolo, Francesco; Bovenzi, Giampaolo; Ciuonzo, Domenico; Pescape, Antonio

Classifying attack traffic in IoT environments via few-shot learning

JOURNAL OF INFORMATION SECURITY AND APPLICATIONS

IF3.7

2024-06-01

OAAI

Bovenzi, Giampaolo; Di Monda, Davide; Montieri, Antonio; Persico, Valerio; Pescape, Antonio

Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness

COMPUTERS & SECURITY

IF5.4

2023-05-01

OAAI

Bovenzi, Giampaolo; Aceto, Giuseppe; Ciuonzo, Domenico; Montieri, Antonio; Persico, Valerio; Pescape, Antonio

A Big Data-Enabled Hierarchical Framework for Traffic Classification

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2020-10-01

PREAI

Bovenzi, Giampaolo; Aceto, Giuseppe; Ciuonzo, Domenico; Persico, Valerio; Pescape, Antonio

A Dive into the Dark Web: Hierarchical Traffic Classification of Anonymity Tools

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2020-07-01

PREAI

Montieri, Antonio; Ciuonzo, Domenico; Bovenzi, Giampaolo; Persico, Valerio; Pescape, Antonio

研究方向