A Graph-Based Feature Generation Approach in Android Malware Detection with Machine Learning Techniques

Table 3

A brief Smali snippet code of OnClick () callback.

Proc OnClick：
1	$r0: = @this
2	$r1 = com.example.leakageapp.Test1.method1 ()
3	$r2 = android.telephony.SmsManager.getDefault ()
4	$i0 = 0
5	label1: if $i0 < 3 goto label2
6	$r2.sendTextMessage(“[phone],” null,” $r1, null, null);
7	$i0 = $i0 + 1
8	goto label1
9	return
Proc method1：
10	$r0: = @this;
11	$r2 = new android.telephony.TelephonyManager;
12	$r3 = $r2.getDeviceId ();
13	$r4 = $r2.getSubScriberId ();
14	$r5 = $r3 + $r4;
15	return $r5;