Face Morphing Attacks Detection Approaches: A Review

EM Namis, KS Jasim… - … Journal of Big …, 2024 - journals.mesopotamian.press
Face recognition systems (FRSs) that are applied by real-time applications such as border
control are vulnerable to attacks such as face morphing, which blends two or more facial …

MorFacing: A Benchmark for Estimation Face Recognition Robustness to Face Morphing Attacks

I Medvedev, N Gonçalves - 2024 IEEE International Joint …, 2024 - ieeexplore.ieee.org
Biometrics in the realm of face image modality, has seen significant advancements in recent
decades, which was driven by the rise of deep learning techniques. With widespread …

Differential Morphing Attack Detection via Triplet-Based Metric Learning and Artifact Extraction

C Liu, M Ferrara, A Franco, G Borghi… - … Conference of the …, 2024 - ieeexplore.ieee.org
Face morphing attack has been demonstrated to pose significant security risks to face
recognition systems. Therefore, recently, developing reliable Morphing Attack Detection …

Secure Face Recognition Against Digital And Physical Manipulations

M Ibsen - 2024 - opus4.kobv.de
Biometric systems, particularly face recognition (FR) systems, have become ubiquitous and
are used in many real-world authentication scenarios, ranging from unlocking smartphone …