cHybriDroid: A Machine Learning-Based Hybrid Technique for Securing the Edge Computing

Table 11

Hybrid features (information gain).

Rank	Importance	Features name
1	0.364	Dataleaks
2	0.312	SEND_SMS
3	0.305	Sendsms
4	0.298	Servicestart
5	0.294	Opennet
6	0.285	READ_SMS
7	0.285	RECEIVE_SMS
8	0.272	ACCESS_COARSE_LOCATION
9	0.272	android.provider.Telephony.SMS_RECEIVED
10	0.259	Sendnet
11	0.259	Recvnet
12	0.252	ACCESS_FINE_LOCATION
13	0.249	Cryptousage
14	0.248	READ_PHONE_STATE0
15	0.23	ACCESS_NETWORK_STATE
16	0.226	WRITE_SMS
17	0.22	Enfperm
18	0.22	CAMERA
19	0.217	action.BOOT_COMPLETED
20	0.214	Internet