In recent years, popularity of multimedia streaming applications and services over the Internet has increased where users connect and receive data. Streaming media is the method used to deliver multimedia elements like videos and music to an end user. The issue of trusted content delivery has occurred. In the proposed methodology, a monitoring system has been designed for streamed traffic observation of whole network. This can trace the packet transfer between the source and destination. These conventional systems detect some issues of traffic variation, like network delay and packet loss. Therefore, we enhance the detection performance of the proposed scheme subjected to variation in length of video. Keywords: Streaming content, secure packet transfer, leakage detection, degree of similarity.