LinkedIn allows its users to accept or decline invitation requests they get. If you decline an invitation and sends an "IDK", that person will not be added to your network and he/she won't be able to send you another invitation request in the future. Furthermore, the user will not know you responded "I don't know this person" to his/her invitation. This functionality is part of LinkedIn's user privacy protection.