A Survey on Explainable Artificial Intelligence for Internet Traffic Classification and Prediction, and Intrusion Detection

A Nascita, G Aceto, D Ciuonzo… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
With the increasing complexity and scale of modern networks, the demand for transparent
and interpretable Artificial Intelligence (AI) models has surged. This survey comprehensively …

6G Security Vision-A Concise Update

G Gur, P Porambage, DM Osorio… - 2023 IEEE Future …, 2023 - ieeexplore.ieee.org
The vision and key elements of the 6th generation (6G) ecosystem are being discussed very
actively in academic and industrial circles. In this work, we provide a timely update to the 6G …

Modeling ML Efficiency in Telecommunications

J Corona, R Teixeira, M Antunes, RL Aguiar - 2024 - researchsquare.com
Abstract Machine learning (ML) models are envisioned to play a fundamental role in Beyond
5G networks. However, training these models presents significant challenges due to the vast …

Leveraging Machine Learning for Next-Generation Cyber Security

V Haripriya, V Sharma, SS Dari… - … on Paradigm Shift in …, 2023 - ieeexplore.ieee.org
This paper outlines how machine learning can be used to enhance subsequent-generation
cyber safety. We move over how the system gaining knowledge of events may be used to …