Yufan Liu*

Prediction Exposes Your Face: Black-box Model Inversion via Prediction Alignment

"Model inversion (MI) attack reconstructs the private training data of a target model given its output, posing a significant threat to deep learning models and data privacy. On one hand, most of existing MI methods focus on searching for latent codes to represent the target identity, yet this iterat…