Off-Chain Layer

Risk Evaluation Engine: A rule-based scoring system that analyzes wallet behavior, transaction history, and known threat patterns using predefined heuristics — no ML required.

Risk Aggregator: Weights various features and feeds into a Sigmoid classifier.

Metadata Filter: Flags any IP addresses, device IDs, or webhook traces tied to wallet activity.