Yes, you can use your stock portfolio as collateral for a home loan in Australia. This is known as a margin loan, where you borrow against the value of your shares. Margin loans can be used for various purposes, including potentially buying a house. However, margin loans involve significant risks and are only suitable for experienced investors.