Not according to QI....but what would they know???

But more seriously, the usage of the word seems to date back only to around 1912, well after convict transportation had ceased (1867), so the Prisoner of Mother England theory is a most unlikely derivation. What in Australia might be called a Furphy (you can Google that one....)