A Performance Analysis of Machine Learning Models for Attack Prediction using Different Feature Selection Techniques

Z Amin, A Kabir - 2022 IEEE/ACIS 7th International Conference …, 2022 - ieeexplore.ieee.org
The cyber assault has emerged as a serious digital threat. Day after day, hackers inflict
severe financial harm on nations and people alike. As a result, threat detection has become …

Evaluating Linear and Non-linear Dimensionality Reduction Approaches for Deep Learning-based Network Intrusion Detection Systems

SK Wanjau, GM Wambugu, AM Oirere - 2023 - repository.mut.ac.ke
Dimensionality reduction is an essential ingredient of machine learning modelling that seeks
to improve the performance of such models by extracting better quality features from data …