With the rapid advancements in communication activities among people, most business or commercial communication heavily relies on multimedia content. The malicious individual launches the crime event by steganography method hiding the data behind the cover image to avoid detection. Hence, the multimedia forensic methods need to be focused on applying steganalysis to extract the potential evidence from the hidden multimedia information.