With mobile applications and associated services becoming increasingly popular, concerns are being raised about private data leakages have raised. Previous solutions to this well-known set of problems have approached it from the ground up but required rewriting the operating system which is unnecessary and burdensome. In this work, a framework we proposed to overcome these issues by applying a pseudo data technique and cloud-based decision-making system to identify potential privacy leakages.