IEEE

A Comprehensive Approach to Intrusion Detection in IoT Environments Using Hybrid Feature Selection and Multi-Stage Classification Techniques

Abstract: The rapid expansion of Internet of Things (IoT) devices has led to an increasingly complex threat landscape, challenging traditional Intrusion Detection Systems (IDS) to effectively handle ...
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 ...