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ThreatScams & fraud

Student loan forgiveness fee scam

student-loan-forgiveness-fee-scam

What this tier means

High-confidence threat indicator — phishing, impersonation, BEC, or scam pattern. Strong contributor to the trash decision.

How Gorganizer detects this

Attacker claims the recipient's student loans qualify for federal forgiveness, cancellation, or discharge, but requires an enrollment, processing, or monthly service fee to proceed — legitimate federal programs (PSLF, IDR, SAVE) are entirely free through studentaid.gov; the CFPB secured $95M+ in settlements against these operators in 2024.

False-positive guard

Every signal in Gorganizer feeds a multi-module score — never a sole verdict. This is a threat-tier signal — it adds a strong contribution to the trash score. The full pipeline still requires convergence across multiple modules + a margin over the safety floor before deletion happens, and Gmail's trash (30-day recovery) is always used — never permanent delete.

About the scoring engine

Gorganizer's scoring engine emits over 1,800 signals across six modules — headers, sender, subject, body, attachments, and structural metadata. Every email is scored by every module independently; the final verdict requires multiple modules to agree and the trash score to beat the safety floor by a margin.

Sacred safety guards — never delete starred emails, replies, calendar invites, receipts/invoices, or attachments — apply unconditionally regardless of any signal.

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