Release v1.0.0 corresponds to the experimental reproducibility package for the manuscript
“AI-Driven Multi-Bank Payment Orchestration for Secure Real-Time Transactions.”
This release provides a complete, versioned snapshot of the code and data generators used to produce the experimental results reported in the paper.
Contents
Environment configuration
requirements.txt / environment.yml specifying all library dependencies and versions.
Synthetic transaction data generation
Scripts for generating transaction streams with fixed parameter distributions and random seeds.
Federated fraud model training
Training scripts for collaborative fraud risk estimation across simulated banks.
Adaptive routing and compliance evaluation
Reinforcement learning–based routing policy with compliance-aware admissibility screening.
Evaluation and plotting
Scripts for reproducing key tables and figures (latency, fraud detection, compliance rate, ablation results).
Reproducibility
All experiments are executed using fixed random seeds.
The repository supports end-to-end reproduction of the main experimental results.
One-command reproduction instructions are provided in README.md.
Paper linkage
This tagged release is the version referenced in Section 3.7 (Reproducibility) of the manuscript.
Future changes to the repository will be tracked under separate tags to preserve the integrity of this release.