Set a default font family and size in ckeditor
Assuming you are using the CKEditor module you will need to override it using CSS. You can either create a ckeditor.css file to override it or edit it in your theme file.

Or you can add

config.extraCss += "body{font-family:Arial, serif;}";


To your extra javascript section in the settings text format.