Freeze Dried Sperm

Utilizing sperm replacement techniques (generalized as the use of freeze dried sperm from true bodies as a substitute), time traveling criminals replaced the children of people they impersonated with their true genetic children. This was achieved most effectively by impersonating someone who had a similar look to the criminal's true identity, which would make acceptance of children with a similar appearance more likely.

See: "Faces" Of Time Traveling Criminals