← Security & Privacy
Security & Privacy ›

Differential Privacy

409 directly classified papers

Papers per year

Papers

Multi-Agent Best Arm Identification with Private Communications ICML 2023
Online Local Differential Private Quantile Inference via Self-normalization ICML 2023
Differential Privacy has Bounded Impact on Fairness in Classification ICML 2023
Differential Privacy enabled Dementia Classification: An Exploration of the Privacy-Accuracy Trade-off in Speech Signal Data INTERSPEECH 2023
Federated Linear Contextual Bandits with User-level Differential Privacy ICML 2023
Learning-augmented private algorithms for multiple quantile release ICML 2023
Generating Private Synthetic Data with Genetic Algorithms ICML 2023
Algorithms for bounding contribution for histogram estimation under user-level privacy ICML 2023
Private Statistical Estimation of Many Quantiles ICML 2023
DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning ICML 2023
DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023
Differentially Private Hierarchical Clustering with Provable Approximation Guarantees ICML 2023
Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks AAAI 2023
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model AAAI 2023
Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime ICML 2023
TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023
XRand: Differentially Private Defense against Explanation-Guided Attacks AAAI 2023
Differentially Private Distributed Bayesian Linear Regression with MCMC ICML 2023
Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design ICML 2023
Integer Subspace Differential Privacy AAAI 2023
Differentially Private Nonlinear Causal Discovery from Numerical Data AAAI 2023
Differentially Private Hypothesis Testing for Linear Regression JMLR 2023
Adaptive False Discovery Rate Control with Privacy Guarantee JMLR 2023
Generalized Linear Models in Non-interactive Local Differential Privacy with Public Data JMLR 2023
Privacy-Aware Rejection Sampling JMLR 2023