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Display attacks

There are >5K Screen replay attacks using variety of devices 

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Dataset details

The dataset includes selfies from over 1,000 people. Later, a team of over 200 people made 5,000+ replay display attacks based on these selfies. The attacks provide diversity of lighting, devices, and screens.

Replay attack description:

  • Over 1,000 individuals shared selfies. Balanced ethnicities: Caucasian, Latin American, Black, Asian
  • 15 seconds length of Screen attacks. Camera moves slowly, showing attacks from various angles
  • Variety of capturing monitors and devices
  • Devices used are: laptop, phone, tablet

Real life selfie description:

  • Each person provided one selfie
  • Selfies are at least 720p quality
  • Faces are clear with no filters

Best used for

  • Liveness detection
  • Antispoofing attack detection

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Contacts

  • UAE, Building Boulevard-B, Ajman

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