Next-Generation Network Intrusion Detection System (NG-NIDS)
Yazan Alnajjar, Jinane Mounsef · 2021 15th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS) · 2021
This paper introduces the Next-Generation Network Intrusion Detection System (NG-NIDS) with intelligent capabilities based on the Artificial Neural Networks (ANN) and Machine Learning (ML) algorithms. The results have been achieved by training the model on a benign as well as malicious traffic. The proposed NG-NIDS achieved 99.9% accuracy of detecting the malicious traffic, which reflects the fact that this design is accurate and reliable.