Privacy

Speech Pseudonymisation Assessment Using Voice Similarity Matrices Interspeech 2020 Synthetic Data Generators -- Sequential and Private NeurIPS 2020 The Discrete Gaussian for Differential Privacy NeurIPS 2020 Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records ACL 2019 Fast Algorithm for K-Truss Discovery on Public-Private Graphs IJCAI 2019 Formal Privacy for Functional Data with Gaussian Perturbations ICML 2019 Learning Auctions with Robust Incentive Guarantees NeurIPS 2019 Limits of Private Learning with Access to Public Data NeurIPS 2019 Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach CVPR 2019 Online Learning via the Differential Privacy Lens NeurIPS 2019 Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation NeurIPS 2019 Privacy Preserving Image-Based Localization CVPR 2019 Privacy Protection in Street-View Panoramas Using Depth and Multi-View Imagery CVPR 2019 Private Center Points and Learning of Halfspaces COLT 2019 REM: From Structural Entropy to Community Structure Deception NeurIPS 2019 SHE: A Fast and Accurate Deep Neural Network for Encrypted Data NeurIPS 2019 Towards Near-imperceptible Steganographic Text ACL 2019 VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People CVPR 2019 White-box vs Black-box: Bayes Optimal Strategies for Membership Inference ICML 2019 Advances and Challenges in Privacy Preserving Planning IJCAI 2018 Anonymizing k Facial Attributes via Adversarial Perturbations IJCAI 2018 Data-dependent PAC-Bayes priors via differential privacy NeurIPS 2018 Privacy-preserving Neural Representations of Text EMNLP 2018 Privacy Sensitive Construction of Junction Tree Agent Organization for Multiagent Graphical Models PGM 2018 Query Complexity of Bayesian Private Learning NeurIPS 2018