and publish apps to the marketplaces. Therefore, it is essential to have a fully automated
security solutions generator to integrate security-by-design into the development practices,
especially for the Android platform. This research proposes a Machine Learning (ML) based
highly accurate method to detect Android source code vulnerabilities. A new labelled
dataset containing Android source code vulnerability samples was generated initially. The …
Mobile application developers sometimes might not be serious about source code security
and publish apps to the marketplaces. Therefore, it is essential to have a fully automated
security solutions generator to integrate security-by-design into the development practices,
especially for the Android platform. This research proposes a Machine Learning (ML) based
highly accurate method to detect Android source code vulnerabilities. A new labelled
dataset containing Android source code vulnerability samples was generated initially. The …