To cheat, to obtain goods and decamp without paying for them.
“The landlord explained it by saying that `a bilk' is a man who never misses a meal and never pays a cent.” —A. K. McClure: Rocky Mountains letter xxii. p. 211.
To “bilk” in cribbage is to spoil your adversaries' score; to balk him. Perhaps the two words are mere variants.