Table 3.

Specification of TON_IoT datasets [13].

Datasets	Features	No. ofinstances	Input features	Output feature = “type” (classes)
TON_IoT (IoT_Fridge)	6	587077	“Date”, “time”, “fridge_temperature”, “temp_condition”, “label”	“Normal”, “backdoor”, “ddos”, “injection”, “password”, “ransomware”, “xss”
TON_IoT (IoT_Garage_Door)	6	591447	“Date”, “time”, “door_state”, “sphone_signal”, “label”	“Normal”, “backdoor”, “ddos”, “password”, “injection”, “scanning”, “ransomware”, “xss”
TON_IoT (IoT_GPS_Tracker)	6	595687	“Date”, “time”, “latitude”, “longitude”, “label”	“Normal”, “backdoor”, “ddos”, “injection”, “password”, “ransomware”, “scanning”, “xss”
TON_IoT (IoT_Motion_Light)	6	452263	“Date”, “time”, “motion_status”, “light_status”, “label”	“Backdoor”, “ddos”, “injection”, “normal”, “password”, “ransomware”, “scanning”, “xss”
TON_IoT (IoT_Thermostat)	6	442229	“Date”, “time”, “current_temperature”, “thermostat_status”, “label”	“Backdoor”, “injection”, “normal”, “password”, “ransomware”, “scanning”, “xss”
TON_IoT (IoT_Weather)	7	650243	“Date”, “time”, “temperature”, “pressure”, “humidity”, “label”	“Normal”, “backdoor”, “ddos”, “injection”, “password”, “ransomware”, “scanning”, “xss”