Privacy

COBRA: Context-Aware Bernoulli Neural Networks for Reputation Assessment AAAI 2020 CoinPress: Practical Private Mean and Covariance Estimation NeurIPS 2020 Computing Tight Differential Privacy Guarantees Using FFT AISTATS 2020 Context Aware Local Differential Privacy ICML 2020 Controlled Query Evaluation in Description Logics Through Instance Indistinguishability IJCAI 2020 Cost-Accuracy Aware Adaptive Labeling for Active Learning AAAI 2020 CryptoNAS: Private Inference on a ReLU Budget NeurIPS 2020 Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models ICML 2020 De-Anonymizing Text by Fingerprinting Language Generation NeurIPS 2020 Defending Against Model Stealing Attacks With Adaptive Misinformation CVPR 2020 Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack CVPR 2020 Design Choices for X-Vector Based Speaker Anonymization Interspeech 2020 Differentially Private and Fair Classification via Calibrated Functional Mechanism AAAI 2020 Differentially Private Clustering: Tight Approximation Ratios NeurIPS 2020 Differentially Private Language Models Benefit from Public Pre-training EMNLP 2020 Differentially Private Learning with Small Public Data AAAI 2020 Differentially Private Meta-Learning ICLR 2020 Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness EMNLP 2020 Differentially Private Set Union ICML 2020 Differentially Private Small Dataset Release Using Random Projections UAI 2020 Differentially Private Survival Function Estimation MLHC 2020 Differentially Private Top-k Selection via Stability on Unknown Domain UAI 2020 Differential Privacy for Stackelberg Games IJCAI 2020 Distributed Summation Privacy for Speech Enhancement Interspeech 2020 DORY: An Encrypted Search System with Distributed Trust OSDI 2020