Views - Wrapper Fields in DIV after ROW class
If you start editing your view, on the right side under the advanced options you will find Theme: information. You will see the currently used template files and the candidate files.
My solution would be to overwrite the default template files with your own. That way you could simply add a wrapper around $rows.