Due to the increasing volume of computer-assisted and cyber crimes, digital forensics has become an essential need for law enforcement. Traditional digital forensic tools have increasingly focused only on string-based analysis hence, there is a lack of analyzing the multimedia content over the ever-growing amount of multimedia information. In multimedia forensics, identifying the source of evidence is crucial to ease the investigation of the different types of multimedia content in various scenarios.