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- W3185244527 endingPage "101599" @default.
- W3185244527 startingPage "101574" @default.
- W3185244527 abstract "Nowadays, the ever-increasing complication and severity of security attacks on computer networks have inspired security researchers to incorporate different machine learning methods to protect the organizations' data and reputation. Deep learning is one of the exciting techniques which recently are vastly employed by the IDS or intrusion detection systems to increase their performance in securing the computer networks and hosts. This survey article focuses on the deep learning-based intrusion detection schemes and puts forward an in-depth survey and classification of these schemes. It first presents the primary background concepts about IDS architecture and various deep learning techniques. It then classifies these schemes according to the type of deep learning methods utilized in each of them. It describes how deep learning networks are utilized in the intrusion detection process to recognize intrusions accurately. Finally, a complete analysis of the investigated IDS frameworks is provided, and concluding remarks and future directions are highlighted." @default.
- W3185244527 created "2021-08-02" @default.
- W3185244527 creator A5002779288 @default.
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- W3185244527 creator A5027430988 @default.
- W3185244527 creator A5031725568 @default.
- W3185244527 creator A5045092703 @default.
- W3185244527 date "2021-01-01" @default.
- W3185244527 modified "2023-10-09" @default.
- W3185244527 title "Deep Learning-Based Intrusion Detection Systems: A Systematic Review" @default.
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