Khái niệm cốt lõi
3D facial expression recognition models can be misled by subtle adversarial perturbations while preserving the surface structure of the face.
Thống kê
ϵ-Mesh Attack (Perpendicular) successfully confuses trained DGCNN and PointNet models 99.72% and 97.06% of the time.
Trích dẫn
"Preserving the surface structure ensures that adversarial manipulations are subtle and do not alter the realistic appearance of the face."
"Our method offers a unique advantage in its subtlety and surface preservation."