T‐SNERF: A novel high accuracy machine learning approach for Intrusion Detection Systems

Abstract In the last few decades, Intrusion Detection System (IDS), in particular, machine learning‐based anomaly detection, has gained importance over Signature Detection Systems (SDSs) in the novel attacks detection. Herein, a novel approach called T‐Distributed Stochastic Neighbour Embedding and...

Full description

Bibliographic Details
Main Authors: Mohamed Hammad, Nabil Hewahi, Wael Elmedany
Format: Article
Language:English
Published: Hindawi-IET 2021-03-01
Series:IET Information Security
Subjects:
Online Access:https://doi.org/10.1049/ise2.12020