Our institution has also seen an uptick in fraudulent students. It was such a large scope that we put together a fraud committee of staff across the college to handle these on a daily basis. Sharing our process below:
1) Scope & Principles
· Protect access: Prevent fraudulent accounts from obtaining credentials or benefits.
· Minimize harm: Stop financial loss (fees, books, refunds) and system abuse.
· Rapid triage: Daily cadence with clear hand‑offs and authority to act.
· Reversible actions: Allow reactivation if an applicant is later verified authentic.
· Privacy by design: Keep PII in secure systems; summaries remain non‑PII.
2) Roles (Examples)
Fraud Response Group: Cross‑functional coordination, daily triage, and process adherence.
Admissions & Records: Apply provisional review holds; manage enrollment drops when appropriate.
Financial Aid: Flag suspicious aid activity and potential identity misuse.
Business Office: Monitor chargebacks/returned payments; coordinate with payment processor.
CRM/Data Team: Maintain purge inputs; deduplicate contacts; tag suspected fraud in CRM.
Information Security: Disable confirmed fraudulent accounts; manage directory and access controls.
3) Daily Detection Workflow (System‑Agnostic)
1. Collect new applications (automated extract or report).
2. Apply provisional review holds to suspicious records (e.g., “Under Review”).
3. Review on a shared master list where each department marks Fraud/Authentic with notes.
4. If confirmed fraud → assign “Confirmed Fraud” classification and notify Information Security.
5. Information Security disables accounts and adjusts directory groups accordingly.
6. CRM/Data team publishes a “Purge” list to remove fraudulent contacts and protect metrics.
7. Business Office tracks exposure (fees, books) and coordinates refunds/drops per policy.
4) Indicators & Signals (Examples)
· Email patterns (numeric runs, known bad roots).
· Phone numbers reused across multiple distinct applicants.
· Submission bursts at unusual hours; clusters by location/time.
· Improbable age/DOB combinations; repeated ID numbers.
· Previously flagged IDs or records in CRM/Data systems.
5) Master List Structure
Recommended tabs: REVIEW — under review; CONFIRMED FRAUD — finalized decisions; AUTHENTIC — cleared after review.
· Core fields: applicant ID, contact info (limited), location, program.
· Department columns: Admissions, FA, BO, CRM, InfoSec — each marks Yes/No and notes.
· Status fields: review hold applied/removed; confirmed fraud group assigned.
· Financial tracking: fees, books, chargebacks indicators (no PII in the shared summary).
6) Communications Cadence
· Daily post summarizing reviewed counts, confirmed fraud, holds applied, and account actions.
· Information Security reply confirming disables/moves completed.
· Admissions/Advising confirmations for identity checks and hold removals when verified.
· Business Office note on any chargeback or multi‑use card anomalies (via processor report).
7) Metrics to Track
· Applicants reviewed per day; confirmed fraudulent; cleared authentic.
· Review holds applied/removed; confirmed fraud classifications.
· Account disables/moves; time‑to‑action.
· Financial exposure and recovery (directional counts, not PII).
8) Governance & Improvement
· Establish a governance group to steer policy, tooling, and vendor evaluations.
· Coordinate with payment processor on daily multi‑use card reporting.
· Adjust application, identity verification, and email issuance policies to reduce risk.
· Document reactivation path when an applicant is verified authentic.
9) Privacy & Retention
· Keep PII in secure systems; share only aggregate/non‑PII summaries externally.
· Maintain audit trail of decisions and account actions in internal systems.
· Define retention periods for review artifacts consistent with institutional policy.
Appendix — Weekly Report Skeleton (Non‑PII)
· Executive Summary (3–5 bullets).
· Key Decisions (what/owner/when; references to internal artifacts, not public links).
· Actions & Owners (owner/due/status).
· Volumes & Indicators (reviewed/confirmed/cleared; notable clusters).
· Artifacts (generic descriptions; omit sensitive links).
· Risks/Blocks/Escalations.
· Next‑Week Focus.