Privacy-Preserving AI Methods for Identity Fraud Detection: A Systematic Review

This dataset accompanies the systematic literature review reported in AI-BASED IDENTITY FRAUD DETECTION: A SYSTEMATIC REVIEW. It provides the screening logs for the title–abstract stage and the bibliographic sets used for full-text retrieval/assessment. No full-text PDFs are included.

Contents

Rayyan raw screening data (ZIP)Export used for the title–abstract stage.

articles.csv — deduplicated records retained for screening (1,119 unique articles).

customizations_log.csv — Rayyan action log capturing screening decisions (Include / Exclude / Maybe).CSVs are UTF-8, comma-delimited.

EndNote – Included set (CSV)CSV exported from EndNote containing the 193 records that were in the Rayyan Included set and were used for full-text retrieval.

EndNote library for full-text stage (.enlx)

Archived EndNote library representing the reference set used at full-text screening.

Classification: records are tagged/grouped into Included papers and Excluded papers.

Hygiene: no attached PDFs are included. Opening the .enlx restores an .enl with its Data folder

PRISMA flowchart and Checklist

Access and requests

Access to the live Rayyan workspace can be granted to editors/reviewers upon request during peer review. If additional formats are required, please contact the corresponding author