Fake CSN (Swedish student loan authority) brand spoof — urgency + off-domain link.
csn-brand-phish
What this tier means
High-confidence threat indicator — phishing, impersonation, BEC, or scam pattern. Strong contributor to the trash decision.
How Gorganizer detects this
Fake CSN (Centrala studiestödsnämnden — Swedish Board of Student Finance) brand-spoof phishing. CSN administers studiemedel for ~900K annual recipients. Attackers send fake "återbetalning förfallen" notices demanding payment to off-brand portals. Fires when: CSN brand/studiemedel vocabulary + urgency/payment language + all hrefs off csn.se + no List-Unsubscribe + no In-Reply-To. Source: GE-R8; CSN security advisory 2025.
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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