So, in this paper, we propose a innovative intrusion detection system (IDS) for SDN using a hybrid model that combines CNN-BiLSTM and Transformer Encoder. The proposed approach was tested using the ...

This project implements an AI-based Network Intrusion Detection System (NIDS) using deep learning models trained on the CICIDS2017 dataset. It combines Exploratory Data Analysis (EDA), advanced ...