Author

Yushi Makino

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Conference Open access Aug 2026

XSA-Mad: Cross-Modal Semantic Alignment for Morphing Attack Detection

XSA-MAD, a CLIP-based multimodal framework that explicitly models semantic inconsistencies between bona-fide and morphed faces, is proposed, a CLIP-based multimodal framework that consistently outperforms existing methods under high-fidelity generative attacks.

Jie Jin, Mahiro Tokumasu, Yushi Makino et al. · International Conference on... · 0 citations