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

Table 7

Applications features for dynamic analysis.

No.	Feature	Description
1	DexClass	Actions of loading external dex function
2	Opennet	Facilitate the connection for network
3	Service start	Log the services in operation
4	Close net	Close network connection
5	Send net	Data transmit/sent to the network
6	Recvnet	Data received from the network
7	Data leaks	Detect leakage of information on the phone including messages, e-mail, password, contacts, IMEI, GPS information phone number, and so on
8	Accessed files	File accesses
9	Fda ccess	Read and write operations of file and directory
10	Send sms	Send SMS
11	Phone call	Phone calls made
12	Cryptousage	Detect the cryptographic functions and what key is used when encrypting and decrypting data
13	Recvaction	APKs function invoked as a receiver
14	Enfperm	Enforce special permission to activity, broadcast receiver, and service
15	Hashes	The hash value of APK file