Vicious Classifiers: Assessing Inference-time Data Reconstruction Risk in Edge Computing

Mohammad Malekzadeh, Deniz Gunduz

Privacy-preserving inference in edge computing paradigms encourages the users of machine-learning services to locally run a model on their private input and only share the models o…