Identifying IoT Devices Based on Spatial and Temporal Features from Network Traffic

Table 3

Description of the UNSW dataset and laboratory dataset.

UNSW dataset			Laboratory dataset
No.	Device name	Sample number	No.	Device name	Sample number
0	Amazon_Echo	73780	0	360_Camera	5950
1	Belkin_Wemo_Switch	17148	1	Amazon_Echo	9584
2	HP_Printer	2794	2	D-Link-DSH-C310	836
3	Insteon_Camera	216088	3	Hikvision_DS-IPC-E22H-IW	2082
4	Light_Bulbs_LiFX_Smart_Bulb	7226	4	Hikvision_DS-IPC-S12P-IWT	2149
5	Netatmo_Weather_Station	4703	5	Ezviz_Camera_CS-C6CN	65366
6	Netatmo_Welcome	16000	6	Ezviz_Door_CS-DB2C	88273
7	PIX_STAR_Photo_Frame	12311	7	Huawei_Camera_HQ5	35742
8	Samsung_SmartCam	61815	8	Huawei_Speaker	50183
9	Smart_Things	10367	9	Huawei_Smart_Scale	378
10	TP_Link_Day_Night_Cloud_Camera	4954	10	Imou-Camera_TP1-2525	19534
11	TP_Link_Smart_Plug	2586	11	Imou-Camera_TP7C-E152	15110
12	Withings_Aura_Smart_Sleep_Sensor	13963	12	Philips_Hue	103687
13	Withings_Smart_Baby_Monitor	20229	13	TP_Link_Camera_IPC42A-4	79354
14	iHome	346	14	TP_Link_Camera_IPC43AN-4	61061
15	Nest_Dropcam	154	15	TP_Link_Camera_IPC64C-4	61815
16	Nest_Procet_Smoke_Alarm	221	16	TP_Link_WDA6332RE	221
17	Triby_Speaker	669	17	Xiaomi_Air_Purifier	133
—	—	—	18	Xiaomi_Camera_MJSXJ06CM	22120
—	—	—	19	Xiaomi_Door_LSC_M01	4203
—	—	—	20	Xiaomi_Hub	242
—	—	—	21	Xiaomi_Humidifier	1414
—	—	—	22	Xiaomi_Soundbox	7352
Total	465354		Total	636789