How to Detect Fabricated Data in Published Papers Without Original Datasets

The article reviews statistical and image‑forensic techniques—such as Benford's Law, GRIM/SPRITE tests, last‑digit analysis, constant column differences, precision checks, and neural‑network‑based image similarity—to identify fabricated results in papers when raw data are unavailable.

Benford's LawGRIM testdata fraud detection

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How to Detect Fabricated Data in Published Papers Without Original Datasets