Deepfakes are major threat to our society, political system and business, they can be battled via rule and regulation, corporate policies and intentional actions, as well as development of technology for deepfake detection. For the deepfake detection purpose, we are using latest technology of watermarking system which is embed into media (audio/video) file. This will help the people who are blackmailed or get trapped into serious problems can able to prove their real identity instead of fake. This detection system will be able to make the difference between real and fake content. We will uodate this space as the project progresses. Right Now only partial dataset has been uploaded