Search Results for author: Giovanni Galatro

Found 3 papers, 0 papers with code

Multivariate Time Series characterization and forecasting of VoIP traffic in real mobile networks

no code implementations13 Jul 2023 Mario Di Mauro, Giovanni Galatro, Fabio Postiglione, Wei Song, Antonio Liotta

Predicting the behavior of real-time traffic (e. g., VoIP) in mobility scenarios could help the operators to better plan their network infrastructures and to optimize the allocation of resources.

Time Series Time Series Analysis

Supervised Feature Selection Techniques in Network Intrusion Detection: a Critical Review

no code implementations11 Apr 2021 Mario Di Mauro, Giovanni Galatro, Giancarlo Fortino, Antonio Liotta

Machine Learning (ML) techniques are becoming an invaluable support for network intrusion detection, especially in revealing anomalous flows, which often hide cyber-threats.

Feature Correlation feature selection +2

Experimental Review of Neural-based approaches for Network Intrusion Management

no code implementations18 Sep 2020 Mario Di Mauro, Giovanni Galatro, Antonio Liotta

This leads to interesting guidelines for security managers and computer network practitioners who are looking at the incorporation of neural-based ML into IDS.

Intrusion Detection Management

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