Review Article
Deep Learning Methods for Malware and Intrusion Detection: A Systematic Literature Review
Table 8
The inclusion/exclusion criteria for the deep learning methods.
| Inclusion criteria |
| 1 | The paper must discuss a deep learning-based system for malware or intrusion detection. | 2 | The paper must be published in a scholarly journal or be a preprint. | 3 | The paper is published from January 2015 till 2022. |
| Exclusion criteria | 1 | Papers focusing on economic, business, or legal impacts of malware detection and intrusion detection systems | 2 | Gray literature, such as blogs or reports | 3 | Papers written in a language other than English | 4 | Review papers | 5 | Duplicate papers | 6 | Papers not published in any scholarly journal, such as conference preceding | 7 | The studies that do not focus on deep learning for malware detection |
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