MorphUNet: Alpha-Controlled Biometric Transport for Diffusion-Based Face Morphing Attacks
arXiv:2607.25092v1 Announce Type: new Abstract: Face morphing attacks create synthetic images verifiable against multiple identities, threatening border control and identity verification systems. We introduce MorphUNet, a diffusion morphing framework formulating two-parent generation as alpha-controlled biometric transport: each parent is decomposed into CLIP appearance and ArcFace identity evidence, aligned into a CLIP-compatible token space, with the two contributors preserved as separate iden...
arXiv cs.CV
·Taimoor Rizwan, Sara Atito, Zhenhua Feng, Muhammad Awais, Josef Kittler
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