Cyber intrusion detection system based on a multiobjective binary bat algorithm for feature selection and enhanced bat algorithm for parameter optimization in neural …

WAHM Ghanem, SAA Ghaleb, A Jantan… - IEEE …, 2022 - ieeexplore.ieee.org
The staggering development of cyber threats has propelled experts, professionals and
specialists in the field of security into the development of more dependable protection …

Feature selection by multiobjective optimization: Application to spam detection system by neural networks and grasshopper optimization algorithm

SAA Ghaleb, M Mohamad, WAHM Ghanem… - IEEE …, 2022 - ieeexplore.ieee.org
Networks are strained by spam, which also overloads email servers and blocks mailboxes
with unwanted messages and files. Setting the protective level for spam filtering might …

Enhancing Spam Email Classification using Multilayer Perceptron: Performance Analysis and Comparative Evaluation

G Khababa, NH Harun, S Bessou… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
With the rapid increase in spam email volume and the associated productivity and security
risks, effective spam email classification mechanisms are crucial in ensuring smooth …

Grasshopper Optimization Algorithm Based Spam Detection System Using Multi-Objective Wrapper Feature Selection and Neural Network Classification

SAA Ghaleb, M Mohamad, WAHM Ghanem… - … and Intelligent Systems, 2022 - Springer
Email classification is essential to the trouble of email and pattern recognition. Nowadays, a
number of unsolicited messages are circulated over the internet. While plenty of machine …