Regression Model Fitting under Differential Privacy and Model Inversion Attack

By Yue Wang, Cheng Si, Xintao Wu. 2015

62 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Arun Mallya
2. Hongxu Yin
3. Arash Vahdat
4. José Manuel Álvarez
5. Dacheng Tao
6. Jan Kautz
7. Luc Van Gool
8. Rahaf Aljundi

Citations in the corpus

• Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion (2019, background): “Followup works have improved or expanded the approach to new threat scenarios [19, 64, 68].”
• See through Gradients: Image Batch Recovery via GradInversion (2021, background): “Follow-up works [20, 45, 47] scale to new threat scenarios, but remain limited to shallow networks.”
• Federated Learning of Deep Networks using Model Averaging (2016, background): “Additional steps may also be needed to address model inversion attacks (Wang et al., 2015; Fredrikson et al., 2015).”