Poonam Singh

A Graph Database Approach to Multi-Hop Fraud Pattern Analysis

Modern financial fraud rarely occurs in isolation; bad actors increasingly rely on coordinated networks spanning accounts, devices, merchants, synthetic identities, and network identifiers. A transaction that appears entirely legitimate when evaluated individually often reveals suspicious behavior once its broader rela...