As college students return to universities for the fall semester, a payment scam is lurking on campus.
Fraudsters are stealing identities or creating fake ones to create “ghost students.” These false identities apply for financial aid from a university or through the federal government. If the fraudster successfully bypasses university or government verifications, payments are disbursed and start moving through the financial system.
“That's where financial institutions really become a critical line of defense,” said Crystal Trout, a managing director focused on financial crime compliance in the tax and accounting firm Baker Tilly’s risk advisory practice. “The fraud has already happened, but it hasn't ended.”
The Treasury Department’s Financial Crimes Enforcement Network issued an alert July 24 warning payment processors and financial institutions “to be vigilant in detecting, identifying, and reporting suspicious activity connected to fraud schemes targeting [the Education Department’s] Office of Federal Student Aid (FSA) programs.”
That followed an announcement in April in which the Education Department implemented real-time identity fraud detection within the Free Application for Federal Student Aid form, better known as FAFSA. The department cited a “need to respond to the significant scale of recent fraud activity” as the reason for the implementation.
The Education Department said it intercepted $1 billion in attempted financial aid theft last year.
Signs of a scam
Student aid scams occur in a variety of ways. Fraudsters can assume fake identities and pose as students applying for admission and student aid. They sign up for classes and aid, but once they receive payment, they disappear, said Emily Griffin, director of the financial crimes practice for the credit rating agency Moody's, in its analytics unit. Students need to remain enrolled for at least 60% of the enrollment period to receive aid, so fraudsters have worked around this requirement by using artificial intelligence to complete coursework, FinCEN said.
“Straw students” are another type of scheme. The individuals give their personal information to fraudsters, and the scammers enroll in universities and collect financial aid issued in the complicit students’ names, according to the FinCEN alert. Straw students may keep a portion of the aid, incentivizing them to participate in the scheme.
Another way is that a scammer deceives a student or parent into sending a payment directly to them. Bad actors may set up a fake payment portal, making it look like the student or parent is paying the university, but it’s actually just a way for scammers to obtain their payment information, said Griffin.
Jen Martin, head of consumer fraud and claims at Citizens Bank, said the fraud primarily targets the Federal Student Aid program, which sends about $120 billion in funding each year. Individual universities are seeing fraud and funds loss as well, according to Griffin, as are state and city colleges.
The increase in online education has opened more doors to fraud, and AI is only making the situation worse, Griffin said. Groups can execute more high-scale attacks, using AI agents to repeatedly replicate an application process.
“That allows them to blitz the system,” by submitting so many applications that it overwhelms the application portal, she said.
Tuition payments have also evolved. PayPal announced last month that its peer-to-peer payment tool, Venmo, has directly integrated with some schools' payment portals, meaning that students and parents have the option to pay for tuition using Venmo. Schools such as Kansas State University and Michigan State University were among the initial participants.
While the inherent speed of P2P payments isn’t an issue, monitoring and risk controls need to operate at the same speed, Trout said.
The stakes are high if a scammer succeeds. Not only are funds for students in need of financial aid lost, but “these fake students are taking up a seat in classes and in programs that real students could be missing out on,” Griffin said.
There’s also compliance risk for higher education institutions, said Patrick Beirne, senior director, bursar and student financial services at Wayne State University in Detroit. Schools are responsible for safeguarding Title IV aid, which can include programs like Pell Grants and work-study funding.
Wayne State witnessed an increase in ghost student activity about a year and a half ago, but over the last year, the university has implemented more safeguards, which has led to “significantly decreased activity,” according to Beirne. One safeguard has been to verify identity when someone enters the institution, then verify it again when the student receives the funds. This process “has been highly effective” in cutting down fraud, he said.
The university looks for red flags like a large group of students taking the same classes, registering at the same time or using the same bank account for direct deposit. When it identifies something that may be a ghost record, Wayne State suspends access immediately and drops the registration, Beirne said. If the government has already disbursed aid, the university returns the funds to the federal program and reports the suspected fraud to the Education Department's Office of Inspector General.
Banks and payments providers can aid university investigations by giving context when they flag or reject an activity, Beirne said. That way, “campus teams can determine what happened and respond quickly.”
Banks increase their vigilance
For higher education lending, Citizens Bank monitors the origins of student accounts, uses validation tools, and monitors funds disbursement and usage, Martin said. The bank ensures money movement is consistent with what would be expected of a student profile.
Other suspicious signals include deposits under an unrelated name or geographic mismatches — such as a student living in New York receiving aid from a California community college, Griffin said.
When an account holder converts funds entering an account into cash almost immediately, “that definitely deserves additional scrutiny,” Trout said.
The FinCEN alert also pointed to other warning signs, such as a newly established account funded exclusively with student aid refunds and with no other financial activity; multiple students using the same account for aid deposits; or several accounts created online in a short time frame.
Trout, Griffin and Beirne all called for a collective and collaborative effort to mitigate fraud, suggesting that government agencies, higher education, fintech, banks and payment processors could pool resources to spot patterns that indicate ghost student scams. FinCEN’s alert “strongly encourages” financial institutions to share information with each other, as permitted via the safe harbor from liability under the Patriot Act.
“No single organization has visibility into the entire fraud life cycle,” Trout said. “If we start sharing intelligence and really coordinate, I think that's when we can start seeing — not just education fraud cases, but fraud as a whole — really reduce.”
Facts Only
* Fraudsters steal identities or create fake ones to create "ghost students."
* False identities apply for financial aid from a university or the federal government.
* Payments are disbursed if fraudster bypasses verification, moving through the financial system.
* The Treasury Department’s Financial Crimes Enforcement Network issued an alert warning payment processors and financial institutions regarding fraud targeting Office of Federal Student Aid (FSA) programs on July 24.
* The Education Department implemented real-time identity fraud detection in the FAFSA form in April.
* The Education Department intercepted $1 billion in attempted financial aid theft last year.
* Fraudsters use AI to complete coursework to meet enrollment requirements, as students must remain enrolled for at least 60% of the period.
* "Straw students" involve individuals providing personal information for scammers to enroll and collect aid.
* Scammers may set up fake payment portals to deceive students or parents into sending payments.
* The fraud targets the Federal Student Aid program, which sends about $120 billion in funding annually.
* Universities and state/city colleges are also experiencing fraud and fund loss.
* Wayne State University implemented safeguards by verifying identity upon entry and again upon fund receipt.
* Banks monitor account origins, use validation tools, and monitor fund disbursement for lending related to student accounts.
* Suspicious signals include deposits under unrelated names or geographic mismatches.
* FinCEN alerted about warning signs such as accounts funded exclusively with aid refunds or multiple students using the same account for aid deposits.
Executive Summary
Fraudsters are exploiting the return of college students to universities by creating "ghost students" to fraudulently apply for financial aid from universities or the federal government. This fraud involves bypassing university or government verifications to receive payments that enter the financial system. Financial institutions are viewed as a critical defense line against this activity, as the fraud has already occurred but is ongoing.
The Education Department implemented real-time identity fraud detection within the Free Application for Federal Student Aid (FAFSA) form in April in response to significant fraud activity. The department intercepted $1 billion in attempted financial aid theft the previous year.
Scams manifest in several ways: fraudsters assume fake identities, use artificial intelligence to complete coursework, or utilize "straw students" who provide personal information for scammers to enroll and collect aid in their names. Another method involves deceiving students or parents into sending direct payments via fake portals.
The fraud targets the Federal Student Aid program, which manages approximately $120 billion in annual funding. Online education and the use of AI are increasing the scale of these attacks, allowing groups to execute high-scale applications by overwhelming portals. Furthermore, payment systems like Venmo have integrated with some school portals, introducing new avenues for transactions that require monitoring at the same speed as payments occur.
Full Take
The narrative of educational fraud is increasingly being complicated by technological advancement, specifically the integration of artificial intelligence into identity theft and application processes. The shift from traditional methods to AI-driven "blitzes" in applications suggests that the primary challenge is no longer merely tracking individual fraudulent transactions but detecting systemic anomalies within large-scale data flows. The fact that financial institutions are positioned as a critical line of defense implies a recognition that the threat vector spans institutional boundaries, demanding cross-sector intelligence sharing to address the entire fraud life cycle rather than focusing on individual payment errors.
A key tension lies between the speed of modern digital finance and the necessary procedural safeguards. While peer-to-peer payments offer unprecedented speed, monitoring systems must operate at that pace to prevent funds from moving through illicit channels before verification can occur. The success of institutional safeguards, such as Wayne State’s process of dual identity verification, suggests that layered, multi-stage validation is a more resilient defense than single checkpoints.
The concept of "ghost students" illustrates a structural vulnerability where the system rewards participation in an enrollment process regardless of actual student presence. This raises questions about the definition of legitimate engagement versus fraudulent activity within educational systems. The call for collaboration among government bodies, banks, and payment processors reflects an acknowledgment that no single entity possesses sufficient visibility into the entire ecosystem; mitigating this requires shifting from reactive detection to proactive pattern recognition across interconnected data sets.
Bridge Questions: If financial institutions share information based on Suspicious Activity Reports, what protocols ensure the privacy and security of sensitive student and personal data while maximizing fraud detection efficacy? How should educational institutions adapt their risk assessment models when dealing with AI-assisted application volumes, and how can this challenge existing Title IV aid safeguarding responsibilities? What metrics should be established to gauge the effectiveness of cross-sector intelligence sharing in real-time mitigation of large-scale identity fraud?
Sentinel — Human
This analysis appears to be well-researched journalistic synthesis, drawing on specific alerts and stakeholder statements to explain a complex financial crime issue.
