Abstract: Recently, deepfakes have raised severe concerns about the authenticity of online media. Prior works for deepfake detection have made many efforts to capture the intra-modal artifacts.

But let’s face it, some of us have way more popular names than others, and even if you think your name is unique in your community, it might be as common as John Smith in someone else’s. Is there even ...