Trust & Fraud
ProtonAuctions is in public beta. See Beta Phase for what is stable and what is still maturing.
A market brain is only as good as the trades it learns from, so the engine spends as much effort deciding which trades to believe as it does pricing them. Three systems work together: trust scoring weights every trade by how much it can be believed, the machine-learning fraud models learn what normal looks like and flag the rest, and anomaly detection catches the classic manipulation patterns with tunable rules.
Everything here detects and flags for your staff to review. Nothing blocks a trade, freezes a player, or touches your data.