SignatureAuth: Augmented Real and Fake Signatures Dataset for Authentication

Published: 22 June 2026| Version 1 | DOI: 10.17632/sm7c2f6tkp.1
Contributors:
Sheikh Shanawaz Mostafa,
,
,
,

Description

Seventy five study participants provided a total of 332 unique signatures. The data collection gathered 1,328 authentic signature samples by collecting 4 natural variations for each participant's unique signatures. Then, 8 other randomly sampled participants (excluding the person providing the original four signatures) collected 8 forged signatures (one per participant) from each original signature, generating a total of 2656 forged samples. Then signatures were augmented with a total of 147,408 signatures where 147,408 were augmented  signatures. 

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Categories

Image Database, Image Classification

Funders

  • Bolsa de Investigação (BI) within Project PRR
    Grant ID: PRR TD-C16-i03-SIH
  • ARDITI—Agência Regional para o Desenvolvimento da Investigação, Tecnologia e Inovaçãon
    Grant ID: M1420-09-5369-FSE-000002
  • Fundação para a Ciência e Tecnologia
    Ministry of Science Technology and Higher Education
    Lisbon
    Grant ID: 10.54499/LA/P/0083/2020 & UID/50009/2025

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