„Face Recognition Systems Under Morphing Attacks: A Survey“.pdf

morphdet_survey.pdf
Preview of „Face Recognition Systems under Morphing Attacks: A Survey“
🔗 Source: dasec.h-da.de
📊 Size: 7.52 MB
📄 Pages: 15 pages
⬇️ Downloads: 136

Summary

Face recognition systems are vulnerable to morphing attacks, where an attacker creates a face image that resembles two individuals, allowing both to be verified against the morphed image. This poses a severe security risk, as it violates the fundamental principle of biometrics. Researchers have found that state-of-the-art face recognition systems can be fooled by morphed face images, which can be generated using easy-to-use software. This survey provides a comprehensive overview of published literature related to face morphing attacks and their detection, discussing technical considerations, trade-offs, and open issues in the field.

Description

Face recognition systems are vulnerable to morphing attacks, where an attacker creates a face image that resembles two individuals, allowing both to be...

Technical Information

  • File Format: PDF
  • File Size: 7.52 MB
  • Pages: 15
  • Language: EN
  • Total Downloads: 136
  • Last Updated: 2 hours ago

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