You can add attachments in the description field, these should be synced as well. However, when using the new issue view, the attachment doesn't get synchronized from the description field.
Steps to reproduce:
Create an issue
Open it in the new issue view
Add an attachment in the description
Open the synced ticket in the new view -> "failed to load"
Open the synced ticket in the old view -> "Unable to render embedded object"