How-to: Add a New Fraud Signature

This guide provides a task-oriented path for developers to inject new fraud behaviors into the RiskFabric engine.

1. Define the Profile

New fraud patterns are defined in src/generators/fraud.rs. Every profile needs:

• A unique name.
• A weighted probability in the configuration.
• A Behavioral and Spatial signature.

2. Implement the Mutator

Add a new branch to the FraudMutator logic.

#![allow(unused)]
fn main() {
// Example skeleton
fn mutate_upi_scam(txn: &mut Transaction) {
    // Modify amount, location, or device
}
}

3. Register in Config

Update data/config/fraud_rules.yaml to include your new profile and its target weight.

Detailed guide coming soon.