It can be done if you don't turn on WEP encryption. But all you have to do is go into your router config utility and turn it on and you're set.

If you're really paranoid some routers let you set up MAC address filtering so you can make a list of MAC addresses that are allowed to log onto the network. The MAC address is a number assigned to your physical network adapter and is unique to only that adapter.