Fake Invoice Detection in 2026: Benford's Law vs Isolation Forest on 10,000 Records

Fake invoice detection compares Benford's Law and Isolation Forest on 10,000 records: one tests digit patterns, the other flags sparse records. Independent technical note mirroring the canonical version: https://financialauditexpert.com/blog/fake-invoice-detection-in-2026-benfords-law-vs-isolation-forest-on-10000-records.php

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-07
DOI
https://doi.org/10.5281/zenodo.24047134
Primary Topic
Benford’s Law and Fraud Detection
Type
preprint
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preprint

Fake Invoice Detection in 2026: Benford's Law vs Isolation Forest on 10,000 Records

Hunter Gibson
Zenodo (CERN European Organization for Nuclear Research)
Benford’s Law and Fraud Detection
preprint

Fake Invoice Detection in 2026: Benford's Law vs Isolation Forest on 10,000 Records

Hunter Gibson
preprint en

Abstract

Fake invoice detection compares Benford's Law and Isolation Forest on 10,000 records: one tests digit patterns, the other flags sparse records. Independent technical note mirroring the canonical version: https://financialauditexpert.com/blog/fake-invoice-detection-in-2026-benfords-law-vs-isolation-forest-on-10000-records.php

Zenodo (CERN European Organization for Nuclear Research)
Benford’s Law and Fraud Detection
DOIOpen Access PDFOpenAlex
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Fake Invoice Detection in 2026: Benford's Law vs Isolation Forest on 10,000 Records — Hunter Gibson · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS