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differential privacy

1010 papers

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Also known as

DPDL DP-SGD DP DPSGD MDP LDP

Co-occurring keywords

federated learning (1320) stochastic gradient descent (1088) sample complexity (1158) privacy preservation (376) privacy-preserving learning (115) regret bound (1918) privacy-preserving machine learning (99) large language model (12755) exponential mechanism (30) online learning (1770)

Papers

Differentially Private Distributed Bayesian Linear Regression with MCMC ICML 2023
Principled Approaches for Private Adaptation from a Public Source AISTATS 2023
On the Privacy-Robustness-Utility Trilemma in Distributed Learning ICML 2023
The Saddle-Point Method in Differential Privacy ICML 2023
Unbounded Differentially Private Quantile and Maximum Estimation NIPS 2023
Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes AAAI 2023
PPGenCDR: A Stable and Robust Framework for Privacy-Preserving Cross-Domain Recommendation AAAI 2023
PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning AAAI 2023
XRand: Differentially Private Defense against Explanation-Guided Attacks AAAI 2023
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model AAAI 2023
DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023
Differentially Private Nonlinear Causal Discovery from Numerical Data AAAI 2023
Integer Subspace Differential Privacy AAAI 2023
Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks AAAI 2023
Differentially Private Fair Division AAAI 2023
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning AAAI 2023
Why Is Public Pretraining Necessary for Private Model Training? ICML 2023
Differentially Private Stochastic Convex Optimization under a Quantile Loss Function ICML 2023
Differentially Private Learning with Per-Sample Adaptive Clipping AAAI 2023
Fast and Differentially Private Fair Clustering IJCAI 2023
Learning to Design Fair and Private Voting Rules (Extended Abstract) IJCAI 2023
Exploring the Benefits of Visual Prompting in Differential Privacy ICCV 2023
Differentially Private Partial Set Cover with Applications to Facility Location IJCAI 2023
Subset-Based Instance Optimality in Private Estimation ICML 2023
DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning IJCAI 2023