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Privacy

2,847 papers

Papers per year

18
172
532
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Papers

How effective is BERT without word ordering? Implications for language understanding and data privacy ACL 2021
CTAB-GAN: Effective Table Data Synthesizing ACML 2021
Exposing Cyber-Physical System Weaknesses by Implicitly Learning their Underlying Models ACML 2021
Online Forgetting Process for Linear Regression Models AISTATS 2021
Foundations of Bayesian Learning from Synthetic Data AISTATS 2021
Differentially Private Analysis on Graph Streams AISTATS 2021
Differentially Private Online Submodular Maximization AISTATS 2021
On the Privacy Properties of GAN-generated Samples AISTATS 2021
Robust and Private Learning of Halfspaces AISTATS 2021
DP-MERF: Differentially Private Mean Embeddings with RandomFeatures for Practical Privacy-preserving Data Generation AISTATS 2021
Free-rider Attacks on Model Aggregation in Federated Learning AISTATS 2021
Approximate Data Deletion from Machine Learning Models AISTATS 2021
Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss AISTATS 2021
No-Regret Algorithms for Private Gaussian Process Bandit Optimization AISTATS 2021
vqSGD: Vector Quantized Stochastic Gradient Descent AISTATS 2021
Federated f-Differential Privacy AISTATS 2021
Quantifying the Privacy Risks of Learning High-Dimensional Graphical Models AISTATS 2021
Differentially Private Weighted Sampling AISTATS 2021
Shuffled Model of Differential Privacy in Federated Learning AISTATS 2021
Private optimization without constraint violations AISTATS 2021
Evading the Curse of Dimensionality in Unconstrained Private GLMs AISTATS 2021
Location Trace Privacy Under Conditional Priors AISTATS 2021
Differentially Private Monotone Submodular Maximization Under Matroid and Knapsack Constraints AISTATS 2021
Tight Differential Privacy for Discrete-Valued Mechanisms and for the Subsampled Gaussian Mechanism Using FFT AISTATS 2021
Differentially Private Assouad, Fano, and Le Cam ALT 2021