There is 1 Dead Ghost to be found in Traveler's Walk. This Dead Ghost can only be reached during Iron Banner events. Each Ghost can only be collected once per account.
Ghost 1[edit]
This is only accessible during Iron Banner events. Head into the area above the Hall of Guardians that is normally blocked off:
Head to the railing in the back portion of it. You will find the Dead Ghost sitting on the railing: