Commercial

2D Print Attacks and Silicone Masks Attacks Dataset

Photos and videos of people using 2D-printed faces or silicone masks (with accessories), plus shots without masks

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  • images
    16,867
  • videos
    2,929
  • iBeta
  • Computer Vision
  • Machine learning
  • Security
  • Anti-spoofing
  • Liveness Detection
  • images
    16,867
  • videos
    2,929

Dataset Info

Characteristic Data
Description Videos of individuals wearing or holding printed/silicone masks
Data types Video, Image
Tasks Liveness Detection, Computer Vision, iBeta
Number of image 16,867 images (12,656 2D-print, 4,211 silicone)
Number of video 2,929 videos (2,480 2D-print, 449 silicone)
Labeling Metadata (age, gender, ethnicity)
Gender Male, Female
Name of attributes Wigs, glasses, beards/mustaches, masks, clothing, etc

Technical
Characteristics

Characteristic Data
Video extension mp4
Image extension JPG
Source and collection methodology: Data was collected by a partner of Unidata.

Industries

Finance:

  • Banking:

    Using biometric authentication for secure access to bank accounts and transactions.

  • E-commerce:

     Using facial recognition technologies to prevent fraud in online purchases and authenticate users.

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Security:

  • Access Control Integration:

    Implementation of solutions based on iBeta Level 2 to enhance security levels across various sectors, including physical security and access to digital resources.

  • Biometric Verification:

    A method of confirming identity using unique biological traits, such as facial features, to authenticate individuals

  • Cybersecurity:

    Applying biometric attack detection techniques for fraud defense

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