Muggle

Also "Civilian", "Normal", etc.

Muggle is a term borrowed from the Harry Potter series of books and films.

In the context of the TG Community or the LGBT community, the term refers to individuals who tend to be ignorant of and oblivious to the goings-on within those communities. "Clueless Normals" is a typical synonym.