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[Backend] -- Add Referral Fraud Detection Heuristics #1016

Description

@Devsol-01

Description:
Referral programs can be abused with fake signups or self-referrals. Implement heuristic checks:

  • detect self-referral patterns
  • detect repeated referral attempts with similar metadata
  • rate-limit referral creation
  • quarantine suspicious referrals for manual review

Acceptance Criteria:

  • Fraud detection rules implemented.
  • Suspicious referrals flagged.
  • Audit trail for suspicious actions.

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