Cloud storage is a unified object storage that redeem organizations from secure data storage systems. Though, cloud storage gives rise to security reasons. In group-shared data, the data face cloud- oriented and insider threats. Privacy aware data sharing in a group that counts insider threats of mischievous users is an important research issue. Privacy Aware Data Sharing in Clouds methodology provides data security and integrity, access with time intervals, data sharing among the group shared data within a group, counting insider threats, and access control of the data. The file encrypts with a single encryption key. Two different key shares are generated, the user mastering one share. The dominion of a one share of a key allows the privacy aware methodology used to count the insider threats. Another key is with a cryptographic server. The privacy aware methodology is also suitable for well-established and mobile cloud computing systems. It is an implement of working ideal of this methodology and size up its performance based on the time go through during various operations. Also conventionally verify the working of privacy aware data sharing by using Petri nets, the Satisfiable Modulo Theories Library, and a Z3 solver. The results proved to be hopeful and shows privacy aware data sharing in cloud has the future to be capably used for secure group data sharing in the cloud.