Online and asynchronous programs removed several traditional verification checkpoints: in-person orientation, ID checks at registration, and visible classroom attendance. Ghost students can complete enrollment, receive disbursements, and minimally engage with an LMS without ever appearing physically on campus. This is why pre-disbursement behavioral and cross-institution signals have become essential alongside identity verification at the point of application.