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DOJ Says AI-Assisted "Ghost Students" Are Draining Millions in Federal Loans

Cybercrime·October 31, 2026

DOJ Says AI-Assisted "Ghost Students" Are Draining Millions in Federal Loans

The U.S. Department of Justice says thousands of "ghost students" have used artificial intelligence to fraudulently obtain millions of dollars in federal student loans. These are fake identities enrolled in colleges or training programs for the sole purpose of collecting aid that is then disbursed and kept by the people behind them.

The scheme works by exploiting the gap between how easily a student record can be created and how hard it is to verify that a person actually exists. Generative AI tools can help produce convincing applications, documents and identity details at a scale that would have been difficult for individual fraudsters a few years ago. That is the main reason prosecutors are treating the problem as a priority rather than a series of isolated cases.

The department's crackdown is ramping up, and the practical effect may be felt well beyond the people it targets. Tighter identity checks, more scrutiny of applications and closer review of enrollment records tend to add friction for everyone, including real students who already find the FAFSA process confusing. Applicants who get flagged for manual review could face delays in receiving aid, which can matter a great deal for students who are counting on a disbursement to start a term.

The announcement also highlights a broader challenge for the Education Department and the schools that participate in federal aid programs. Verification systems have to keep pace with tools that make forgery cheap, and they have to do so without blocking the students who need help most. For now, the message from federal prosecutors is clear: fabricated enrollment is a crime, and the government intends to pursue it more aggressively.

Reporting based on an external source.