Browser throws content security warning with every edit / refresh of a page when using IE8

After clicking edit, or hitting "F5" while editing a page, the security warning attached is thrown.
The error happens persistently with every edit or refresh and makes the experience somewhat frustrating when working with a page that requires many edits.