Privacy

Oneshot Differentially Private Top-k Selection ICML 2021 Online Forgetting Process for Linear Regression Models AISTATS 2021 On the Difficulty of Membership Inference Attacks CVPR 2021 On the Intrinsic Differential Privacy of Bagging IJCAI 2021 On the Privacy Properties of GAN-generated Samples AISTATS 2021 On the Sample Complexity of Privately Learning Axis-Aligned Rectangles NeurIPS 2021 On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians ALT 2021 PAPRIKA: Private Online False Discovery Rate Control ICML 2021 Parameter-free HE-friendly Logistic Regression NeurIPS 2021 PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification Interspeech 2021 Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation With Manipulable Semantics CVPR 2021 Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification Interspeech 2021 Photonic Differential Privacy with Direct Feedback Alignment NeurIPS 2021 Practical and Private (Deep) Learning Without Sampling or Shuffling ICML 2021 Practical One-Shot Federated Learning for Cross-Silo Setting IJCAI 2021 Preventing Author Profiling through Zero-Shot Multilingual Back-Translation EMNLP 2021 Principal component analysis in the stochastic differential privacy model UAI 2021 Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies ACL 2021 Privacy Budget Scheduling OSDI 2021 Privacy-Preserving Collaborative Learning With Automatic Transformation Search CVPR 2021 Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification Interspeech 2021 Privacy-Preserving Feature Selection with Secure Multiparty Computation ICML 2021 Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings CVPR 2021 Privacy Preserving Localization and Mapping From Uncalibrated Cameras CVPR 2021 Privacy-Preserving Video Classification with Convolutional Neural Networks ICML 2021