If you want to prevent users from accessing the Design View:
1. Go to Tools > Form Options.
2. Click Advanced.
3. Check Enable Protection.
4. Click OK, save your form.
5. Re-publish the form to your SharePoint library.
"Design This Form" icon will be disabled the next time users open the form.