Go to Admin > Channels > Email > Settings > Disable attachment permalink list
Warning
Note that if you disable links to file attachments, then for a user to receive an attachment, it must be small enough to send as a normal email attachment. The max filesize of attachments is defined under Admin > Channels > Email > Settings > “Maximum collective file size” and “Maximum email size”.