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Privacy

520 papers

Papers per year

22
161
'20
'25

Papers

Obfuscation for Privacy-preserving Syntactic Parsing ACL 2020
Closure Properties for Private Classification and Online Prediction COLT 2020
Defending Against Model Stealing Attacks With Adaptive Misinformation CVPR 2020
ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition CVPR 2020
FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network Predictions CVPR 2020
May I Ask Who’s Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance EMNLP 2020
An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm ICML 2020
InstaHide: Instance-hiding Schemes for Private Distributed Learning ICML 2020
Alleviating Privacy Attacks via Causal Learning ICML 2020
A Comparative Study of Speech Anonymization Metrics INTERSPEECH 2020
Speech Pseudonymisation Assessment Using Voice Similarity Matrices INTERSPEECH 2020
Perception of Privacy Measured in the Crowd — Paired Comparison on the Effect of Background Noises INTERSPEECH 2020
How Private Are Commonly-Used Voting Rules? UAI 2020
Selling Data at an Auction under Privacy Constraints UAI 2020
REM: From Structural Entropy to Community Structure Deception NIPS 2019
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data NIPS 2019
Limits of Private Learning with Access to Public Data NIPS 2019
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation NIPS 2019
Learning Auctions with Robust Incentive Guarantees NIPS 2019
Online Learning via the Differential Privacy Lens NIPS 2019
Towards Near-imperceptible Steganographic Text ACL 2019
Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records ACL 2019
Private Center Points and Learning of Halfspaces COLT 2019
VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People CVPR 2019
Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach CVPR 2019