Network intrusion detection plays a very important role in protecting computer network security. The abnormal traffic detection and analysis by extracting the statistical features of flow is the main ...

python train.py --data dataset.csv --epochs 50 --batch-size 128. To test the trained network on new data, run the 'test.py' script. The script takes the following arguments:--data: path to the dataset ...

Andresini et al. [9] proposed a new intrusion detection method, this method analyzes the flow-based characteristics of network traffic data and it learns the intrusion detection model by using the ...

Network intrusion detection plays a very important role in protecting computer network security. The abnormal traffic detection and analysis by extracting the statistical features of flow is the main ...