Is there a word for fake words?

[Donnadogsoth]

We've all heard people say things like irregardless or misunderestimate. But is there a word to describe these nonexistant words? I was thinking about this today and I made up a word that could fill this blind spot in the english language. Malanym.

Pseudologism.