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 12 Summary of ANN approaches for IoT security requirements

Security attribute	ANN	RNN	MNN	CNN	DBN	LSTM	FF NN	Autoencoder	MLP	CPANN	ANN BP
Authentication	✓	✓	✓	×	✓	✓	×	×	✓	✓	×
Authorization	✓	×	×	×	×	×	×	×	×	×	✓
Encryption	✓	×	×	×	×	×	✓	×	×	×	×
Access control	✓	×	×	×	×	×	×	×	×	×	×
Secure routing	✓	×	×	×	×	×	✓	×	×	×	×
Privacy	✓	×	×	×	×	×	✓	×	×	×	×
Theft resistance	×	×	×	×	×	×	✓	×	×	×	×
Network monitoring	✓	✓	×	×	×	×	×	✓	×	×	×
Intrusion detection	✓	✓	✓	✓	✓	✓	✓	✓	×	×	✓
Trustworthiness	✓	×	×		✓	×	×	×	×	×	×
CIA features	✓	✓	×	✓	✓	×	✓	×	×	×	×