EURASIP Journal on Information Security

Table 1 Summary of the survey of AI-based IDS

From: FEDDBN-IDS: federated deep belief network-based wireless network intrusion detection system

Study	IDS datasets	AI technique (ML/DL/FL)
[19,20,21,22,23, 28,29,30]	NSL-KDD dataset	DL
[65]	UNSW-NB15 and AWID datasets	ML
[24,25,26,27]	AWID dataset	ML and DL
[40, 41]	KDD 1999 cup and AWID datasets	DL and FL
[42,43,44,45,46]	–	ML, DL, and FL
[47,48,49]	Virus total malware dataset	ML, DL, and FL
[50,51,52,53]	Modbus network dataset	DL and FL
[54,55,56,57,58,59]	AWID dataset	ML, DL, and FL
[62,63,64]	AWID dataset	ML and FL

ML Machine learning, DL Deep learning, FL Federated learning

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