Yes you can. US dollars are widely accepted on the island. Not only in restaurants and for tickets for tours and attractions, but also in supermarkets and shops. When you pay with your debit or credit card, you’ll be asked if you want to be charged in US dollars or in the local currency (Aruban florins). There are even ATM machines on the island that provide US dollars.