Engineering the advances of the artificial neural networks (ANNs) for the security requirements of Internet of Things: a systematic review

Journal of Big Data

Table 1 Comparative study of proposed SRL with existing literature work

Refs.	Research method	IoT security requirements			Machine learning technology	Year
Refs.	Research method	IDS	Authentication	General security (encryption, privacy, integrity DoS/DDoS, authorization, secure routing, confidentiality, access control, theft detection secure routing, availability, etc.)	Machine learning technology	Year
[46]	Survey	×	×	✓	Deep learning	2020
[47]	Survey	✓	×	✓	Machine learning	2020
[48]	Survey	×	×	✓	Machine learning and artificial intelligence	2020
[49]	Literature review	×	✓	✓	Machine learning	2018
[50]	SLR	✓	✓	×	Machine learning	2018
[51]	Literature review	×	×	✓	Machine learning	2018
[52]	Review	✓	×	✓	Deep learning	2020
[53]	Survey	✓	×	✓	Machine learning	2018
[54]	Survey	✓	×	×	Machine learning	2019
[55]	Literature review	✓	×	×	Machine learning	2019
[56]	Survey	✓	×	×	Machine learning	2018
[57]	Survey	✓	×	×	Machine learning	2019
[28]	Review	✓	×	×	Machine learning	2019
[29]	Review	✓	✓	×	Machine learning	2020
[30]	Review	×	×	✓	Deep learning and machine learning	2020
[31]	Survey	✓	×	✓	Machine learning	2018
[32]	Survey	✓	×	×	Machine learning	2020
[33]	Review	×	×	✓	Machine learning	2018
[34]	SLR	✓	×	×	Machine learning	2020
Proposed work	SLR	✓	✓	✓	Artificial neural networks (ANNs)	2020