IEEE

Intrusion Detection System Framework for SDN-Based IoT Networks Using Deep Learning Approaches With XAI-Based Feature Selection Techniques and Domain-Constrained Features

Abstract: The proliferation of Internet of Things (IoT) applications impact many aspects of life, including smart homes, smart offices, and smart cities, among others. However, it poses significant ...
IEEE

Improved Intrusion Detection Model Using Moderated Autoencoder for Feature Selection and Optimized Softmax Regression for Multiclass Classification of Attacks

Abstract: Cybersecurity researchers have always reckoned with the improvement of intrusion detection models to detect the multivariate types of attacks perpetrated by cybercriminals using the ...