Utilization of online networking has been impressively expanding in this day and age which empowers the client to impart their own data like pictures to different clients. This enhanced innovation prompts protection infringement where the clients can share huge number of pictures over the system. To give security to the data, we set forward this paper comprising Adaptive Privacy Policy Prediction (A3P) system to help clients make efforts to establish safety for their pictures. The part of pictures and its metadata are analyzed as a measure of client's security inclinations. The Framework decides the best security approach for the transferred pictures. It incorporates an Image grouping structure for relationship of pictures with comparative strategies and an approach forecast strategy to consequently create a security arrangement for client transferred pictures.