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

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