Privacy

Differentially Private Nonparametric Regression Under a Growth Condition COLT 2021 DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for Deep Neural Networks CVPR 2021 Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? NAACL 2021 Excess Capacity and Backdoor Poisoning NeurIPS 2021 Generalized Linear Bandits with Local Differential Privacy NeurIPS 2021 How Privacy-Preserving Are Line Clouds? Recovering Scene Details From 3D Lines CVPR 2021 Information Laundering for Model Privacy ICLR 2021 Initiative Defense against Facial Manipulation AAAI 2021 Knowledge-Enriched Distributional Model Inversion Attacks ICCV 2021 Learning Model-Based Privacy Protection under Budget Constraints AAAI 2021 Locally Private k-Means in One Round ICML 2021 Lossless Compression of Efficient Private Local Randomizers ICML 2021 On Avoiding the Union Bound When Answering Multiple Differentially Private Queries COLT 2021 Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation With Manipulable Semantics CVPR 2021 Predicting Infectiousness for Proactive Contact Tracing ICLR 2021 Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings CVPR 2021 Private learning implies quantum stability NeurIPS 2021 Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services CVPR 2021 Protecting Gender and Identity with Disentangled Speech Representations Interspeech 2021 Protecting Intellectual Property of Generative Adversarial Networks From Ambiguity Attacks CVPR 2021 Provably Secure Federated Learning against Malicious Clients AAAI 2021 RaSSpeR: Radar-Based Silent Speech Recognition Interspeech 2021 Reconstruction Attack on Instance Encoding for Language Understanding EMNLP 2021 Regularized Mutual Learning for Personalized Federated Learning ACML 2021 Relaxed Marginal Consistency for Differentially Private Query Answering NeurIPS 2021