Adaptive Differential Privacy Mechanism Based on Entropy Theory for Preserving Deep Neural Networks
Recently, deep neural networks (DNNs) have achieved exciting things in many fields.However, the SHEARS DNN models have been proven to divulge privacy, so it is imperative to protect the private information of the models.Differential privacy is a promising method to provide privacy protection for DNNs.However, existing DNN models based on differenti