Surveillance photos were released of the attempted robbery near Tannersville in Monroe County back in August.
The pair ended up leaving the bank empty-handed.
Nineteen-year-old Swahilys Pedraza-Rodriguez and 23-year-old Melissa Aquino Arias appeared before a judge in Newark, New Jersey Monday.
They are also accused of robbing two banks in North Jersey last month wearing head scarves.
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