The customers try to migrate the data from desktop to cloud. The data stored in cloud is targeted by potential threat. A potential threat is caused due to malicious hacker attack or data leakage in cloud. These threats in cloud environment arises the need for providing secure and safe information security system that can protect the data that is outsourced. In this paper, the authors propose a framework for Intrusion Detection (ID) which identifies steganographic intrusion in cloud.