Android Malware Dectection by using features extraction (permission) with Androguard

Using Android Malware CIC-AndMal2017 including Adware, Ransomware, SMS Malware, Scareware and Benign. Extracting features from Apks and using it to train by using machine learning model such as LR, SVM, KNN, RF and CNN. Before using CNN, the code transform extracted features into grayscale images.

Testing trained models

Using banking malware from CIC-AndMal2020 and benign apps downloaded from apkpure to test the proficiency of trained models.