@JBaggett
Perhaps this helps:
When scheduling the meeting on the webinterface of your Webex-Account there is a section called "Scheduling options".
The last item in this section is "Attendee privileges".

Click on "Edit attendee privileges" and get these options:

Try to remove "Share content"...
You can save these settings as a template for future re-use.