A Framework for Privacy-Preserving AI-Assisted Government R&D Settlement Auditing

This paper proposes a modular framework for integrating AI into government R&D settlement auditing while preserving data privacy. The framework implements 12 anomaly detection rules covering split transactions, Benford's Law violations, and regulatory compliance gaps across 20,000+ expenditure records, with a plugin architecture enabling independent rule auditing and regulatory traceability.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-12
DOI
https://doi.org/10.5281/zenodo.19540633
Primary Topic
Benford’s Law and Fraud Detection
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Framework for Privacy-Preserving AI-Assisted Government R&D Settlement Auditing

Jeongseung Lee
Zenodo (CERN European Organization for Nuclear Research)
Benford’s Law and Fraud Detection
article

A Framework for Privacy-Preserving AI-Assisted Government R&D Settlement Auditing

Jeongseung Lee
article en

Abstract

This paper proposes a modular framework for integrating AI into government R&D settlement auditing while preserving data privacy. The framework implements 12 anomaly detection rules covering split transactions, Benford's Law violations, and regulatory compliance gaps across 20,000+ expenditure records, with a plugin architecture enabling independent rule auditing and regulatory traceability.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 4%
Benford’s Law and Fraud Detection
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Framework for Privacy-Preserving AI-Assisted Government R&D Settlement Auditing — Jeongseung Lee · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS