Green’s Dictionary of Slang

spud n.1

[ety. unknown; ? the low value of the spud n.3 (1)]

1. (US Und.) counterfeit money.

[US]Matsell Vocabulum.

2. (US Und.) a swindle in which the con men convince the victim that he can buy real money from a man who has stolen plates from the government but it is, in fact, counterfeit money.

implied in on the spud
[US]Jackson & Hellyer Vocab. Criminal Sl. 79: spud [...] The ‘green goods’ bunco; a substitution ruse, devised originally on the basis of counterfeit currency, hence the name.
[US]D. Maurer Big Con 308: The spud. A swindle in which the con men convince the mark that he can buy real money from a man who has stolen plates from the government. Also the green-goods racket.
[US]Goldin et al. DAUL 205/1: Spud, the. Any of various confidence swindles in which the victim is persuaded to invest money in a common pool with the swindlers, the money never being recovered by the victim.

In phrases

on the spud

(US Und.) practising swindling.

[US]J. Sullivan ‘Criminal Sl.’ in Amer. Law Rev. LII (1918) 890: A green goods man when plying his trade is said to be ‘out on the spud.’.
[US]G. Henderson Keys to Crookdom 412: On the spud. Swindler at work.