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Abhishek Sharma

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#edge computing Open access Sep 2026

STREAM-BSG: A Streaming Graph Architecture for Real-Time Fraud Detection in B2B Payment Networks

STREAM-BSG maintains an incremental buyer-supplier graph in a streaming state store and computes a 49-dimensional feature vector online - 15 node, 18 edge, 14 subgraph, and 2 current-row change-detection features - before classification with XGBoost. It targets business-to-business payment fraud rather than the business-to-consumer card fraud most academic work addresses, and formalizes five fraud topologies documented in industry practice: vendor injection, invoice cycling, payment-term manipulation, shell-supplier rings, and wire redirection. This repository holds the companion code, figures, datasets, and full reproduction pipeline for the paper.

Abhishek Sharma · 0 citations
#edge computing Open access Sep 2026

STREAM-BSG: A Streaming Graph Architecture for Real-Time Fraud Detection in B2B Payment Networks

STREAM-BSG maintains an incremental buyer-supplier graph in a streaming state store and computes a 49-dimensional feature vector online - 15 node, 18 edge, 14 subgraph, and 2 current-row change-detection features - before classification with XGBoost. It targets business-to-business payment fraud rather than the business-to-consumer card fraud most academic work addresses, and formalizes five fraud topologies documented in industry practice: vendor injection, invoice cycling, payment-term manipulation, shell-supplier rings, and wire redirection. This repository holds the companion code, figures, datasets, and full reproduction pipeline for the paper.

Abhishek Sharma · 0 citations