← Security & Privacy
Security & Privacy ›

Differential Privacy

409 directly classified papers

Papers per year

Papers

Differentially Private Distributed Bayesian Linear Regression with MCMC ICML 2023
Differentially Private Nonlinear Causal Discovery from Numerical Data AAAI 2023
Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting ACL 2023
Driving Context into Text-to-Text Privatization ACL 2023
Nonparametric Extensions of Randomized Response for Private Confidence Sets ICML 2023
TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023
Fully-Adaptive Composition in Differential Privacy ICML 2023
Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards ICML 2023
A Customized Text Sanitization Mechanism with Differential Privacy ACL 2023
DP-BART for Privatized Text Rewriting under Local Differential Privacy ACL 2023
DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning ICML 2023
Differentially Private Hierarchical Clustering with Provable Approximation Guarantees ICML 2023
Secure Federated Correlation Test and Entropy Estimation ICML 2023
Multi-Agent Best Arm Identification with Private Communications ICML 2023
The Saddle-Point Method in Differential Privacy ICML 2023
FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation IJCAI 2023
Privacy Aware Question-Answering System for Online Mental Health Risk Assessment ACL 2023
Integer Subspace Differential Privacy AAAI 2023
Online Local Differential Private Quantile Inference via Self-normalization ICML 2023
Algorithms for bounding contribution for histogram estimation under user-level privacy ICML 2023
Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design ICML 2023
Multi-Task Differential Privacy Under Distribution Skew ICML 2023
Generating Private Synthetic Data with Genetic Algorithms ICML 2023
Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime ICML 2023
Private Statistical Estimation of Many Quantiles ICML 2023