Deep Neural Network‐Based Intrusion Detection System through PCA

SD Alotaibi, K Yadav, AN Aledaily… - Mathematical …, 2022 - Wiley Online Library
Today, challenges such as a high false‐positive rate, a low detection rate, a slow processing
speed, and a big feature dimension are all part of intrusion detection. To address these …

Toward developing efficient Conv-AE-based intrusion detection system using heterogeneous dataset

MA Khan, J Kim - Electronics, 2020 - mdpi.com
Recently, due to the rapid development and remarkable result of deep learning (DL) and
machine learning (ML) approaches in various domains for several long-standing artificial …

Toward efficient intrusion detection system using hybrid deep learning approach

A Aldallal - Symmetry, 2022 - mdpi.com
The increased adoption of cloud computing resources produces major loopholes in cloud
computing for cybersecurity attacks. An intrusion detection system (IDS) is one of the vital …