2 papers
cs.CV2024
Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack
Yinggui Wang, Yuanqing Huang, Jianshu Li +3
The utilization of personal sensitive data in training face recognition (FR) models poses significant privacy concerns, as adversaries can employ model inversion attacks (MIA) to i…
cs.CV2024
Inference Attacks Against Face Recognition Model without Classification Layers
Yuanqing Huang, Huilong Chen, Yinggui Wang +1
Face recognition (FR) has been applied to nearly every aspect of daily life, but it is always accompanied by the underlying risk of leaking private information. At present, almost…