Yes, you can. You can also protect all the pages in your site.
Click Site Options.
Click Manage Pages.
Click the Protect icon to the right of the page you would like to protect.
Click the Protect this page check box.
Select whether you want to enable site password or page password.
Enter the password in the Password box.
Click OK.
Click Save.