Table 6.

Category classification of different attacks.

Traffic Category	AC	PR	RC	F1S
IoTID20
DoS Sync flooding	1.00	1.00	1.00	1.00
MITM ARP Spoofing	0.92	0.93	0.90	0.92
Mirai Ack flooding	0.34	0.35	0.34	0.34
Mirai-HTTP Flooding	0.94	0.92	0.96	0.94
Mirai Host brute force	0.96	0.95	0.97	0.96
Mirai-UDP Flooding	0.80	0.79	0.80	0.80
Normal	0.98	0.99	0.97	0.98
Scan Host port	0.65	0.73	0.56	0.64
Scan port OS	0.85	0.82	0.88	0.85
UNSW-NB15
Analysis	0.10	0.11	0.09	0.10
Backdoor	0.03	0.03	0.03	0.03
DoS	0.38	0.39	0.34	0.37
Exploits	0.73	0.70	0.76	0.73
Fuzzers	0.84	0.84	0.85	0.84
Generic	0.99	0.99	0.98	0.99
Normal	1.00	1.00	1.00	1.00
Reconnaissance	0.82	0.83	0.80	0.81
Shellcode	0.60	0.64	0.56	0.60
Worms	0.25	0.67	0.15	0.25