TY  - GEN 
AU  - Stile, Vittorio
AU  - Caldelli, Roberto
AU  - Balderas Díaz, Sara
AU  - Guerrero Contreras, Gabriel José
AU  - Medina Bulo, María Inmaculada
A4  - Ingeniería Informática
PY  - 2026
SN  - 2813-3315
UR  - http://hdl.handle.net/10498/39974
AB  - This study investigates the correlation between misclassifications in DeepFake detection and high-level facial attributes. A pre-trained frame-level classifier is used to distinguish manipulated from authentic video content, and its wrong predictions...
LA  - eng
PB  - Frontiers Media SA
KW  - DeepFake detection
KW  - FaceForensics++
KW  - facial attribute analysis
KW  - misclassification analysis
KW  - semi-supervised labeling
TI  - Facial attribute-aware DeepFake detection through semi-supervised facial attribute labeling
DO  - 10.3389/fimag.2026.1846377
ER  -