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ThreatPhishing & impersonation

Fake AI agentic billing dispute phishing — claims the victim's AI agent or autonomous assistant made unauthorized purchases (charging $hundreds) and creates 24-48h dispute urgency directing to a non-vendor credential-harvest page. FBI IC3 2026; Abnormal Security AI-agent-billing-fraud Q1 2026.

fake-agentic-ai-purchase-billing-dispute-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

Phishing emails claiming the victim's AI agent or autonomous assistant completed tasks and incurred charges ($hundreds), with a 24-48h dispute window directing to a non-vendor credential-harvest page. Three-part detection: (1) AI agent / autonomous agent / agentic AI language, (2) charged / billed / incurred + dollar amount, (3) dispute-window / 24-hours-to-dispute urgency at off-vendor link. FBI IC3 2026; Abnormal Security AI-agent-billing-fraud Q1 2026. Exploits early adopter anxiety about autonomous AI agents making unsanctioned purchases.

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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