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