Network intrusion detection system: A systematic study of machine learning and deep learning approaches

• Main Authors: Zeeshan, Ahmad, Adnan Shahid, Khan, Cheah Wai, Shiang, Johari, Abdullah, Farhan, Ahmad
• Format: Article
• Language: English
• Published: Wiley 2021
• Subjects: QA76 Computer software
• Online Access: http://ir.unimas.my/id/eprint/37907/1/machine%20learning1.pdf; http://ir.unimas.my/id/eprint/37907/; https://onlinelibrary.wiley.com/toc/21613915/2021/32/1; https://doi.org/10.1002/ett.4150
• Institution: Universiti Malaysia Sarawak

The rapid advances in the internet and communication fields have resulted in ahuge increase in the network size and the corresponding data. As a result, manynovel attacks are being generated and have posed challenges for network secu-rity to accurately detect intrusions. Furthermore, the presence of...