PADISI USC Dataset Overview

Dataset Composition

• PADISI‑Finger: Multimodal fingerprint presentation‑attack detection dataset. See details in README_FINGER.md.
• PADISI‑Face: Dataset for detecting and continuously learning novel facial presentation attacks, with sentence descriptions for all samples. See details in README_FACE.md.

Sources

• PADISI‑Finger introduced in "Multi‑Modal Fingerprint Presentation Attack Detection: Evaluation On A New Dataset" (https://ieeexplore.ieee.org/document/9399674).
• PADISI‑Face introduced in "Detection and Continual Learning of Novel Face Presentation Attacks" (https://openaccess.thecvf.com/content/ICCV2021/html/Rostami_Detection_and_Continual_Learning_of_Novel_Face_Presentation_Attacks_ICCV_2021_paper.html).
• Sample descriptions for PADISI‑Face presented in "Explaining Face Presentation Attack Detection Using Natural Language" (https://doi.ieeecomputersociety.org/10.1109/FG52635.2021.9667024).