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Privacy

2794 directly classified papers

Papers per year

Papers

Private Learning Implies Online Learning: An Efficient Reduction NIPS 2019
Oblivious Sampling Algorithms for Private Data Analysis NIPS 2019
Knowledge Extraction with No Observable Data NIPS 2019
Privately Learning High-Dimensional Distributions COLT 2019
Locally Private Bayesian Inference for Count Models ICML 2019
Lower Bounds for Locally Private Estimation via Communication Complexity COLT 2019
Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification INTERSPEECH 2019
Minimax Optimal Estimation of Approximate Differential Privacy on Neighboring Databases NIPS 2019
An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors NIPS 2019
Personalized Peer Truth Serum for Eliciting Multi-Attribute Personal Data UAI 2019
REM: From Structural Entropy to Community Structure Deception NIPS 2019
Limits of Private Learning with Access to Public Data NIPS 2019
Characterizing the Sample Complexity of Pure Private Learners JMLR 2019
Online Learning via the Differential Privacy Lens NIPS 2019
BAS Web Services for Automatic Subtitle Creation and Anonymization INTERSPEECH 2019
Riverbed: Enforcing User-defined Privacy Constraints in Distributed Web Services NSDI 2019
Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction IJCAI 2019
Content Authentication for Neural Imaging Pipelines: End-To-End Optimization of Photo Provenance in Complex Distribution Channels CVPR 2019
Revisiting Controlled Query Evaluation in Description Logics IJCAI 2019
VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People CVPR 2019
Test without Trust: Optimal Locally Private Distribution Testing AISTATS 2019
Differentially Private Iterative Gradient Hard Thresholding for Sparse Learning IJCAI 2019
Principal Component Analysis in the Local Differential Privacy Model IJCAI 2019
Deniable Upload and Download via Passive Participation NSDI 2019
A Privacy Preserving Collusion Secure DCOP Algorithm IJCAI 2019