Pseudo-Image Representation for CNN-Based Intrusion Detection
A lightweight pseudo-image transformation framework that converts network traffic into optimized two-dimensional layouts for CNN processing, focusing on data representation rather than architectural modifications is presented, suggesting that strategic data representation, rather than increased model complexity, can si...