Fast right to use the health data enables improved quality of life, healthcare service and helps saving life by supporting timely treatment in medical emergencies. Anytime, anywhere accessible electronic healthcare functions play a crucial role in our day to day life. Services offered by mobile devices, such as remote monitoring and home care, facilitate patients to maintain their living style and cause low disturbance to their daily activities. Further, it significantly minimizes the hospital occupancy, allowing patients with superior need of in-hospital treatment. The main aim of this paper is to devise a mechanism that can detect whether users' health data has any sources of leakage and whether the data is illegally distributed. So, the proposed system uses a leakage resilient system where the user data will be restricted by accessing from unknown sources which in turn increase the privacy of the user data.