Jun Hao Koh*

On the Vulnerability of Skip Connections to Model Inversion Attacks

"Skip connections are fundamental architecture designs for modern deep neural networks (DNNs) such as CNNs and ViTs. While they help improve model performance significantly, we identify a vulnerability associated with skip connections to Model Inversion (MI) attacks, a type of privacy attack that ai…