With the development of websites such as This Person Does Not Exist, anti-fraud professionals are continuing to see a rise in synthetic identity fraud. Synthetic identity fraud occurs when perpetrators combine piecemeal and, at times, factual information to create a new identity. These identities are cheap, quick and easy to produce, and may include a factual piece, or pieces, of information from sources such as breached data sites.