privacy budget

DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data AAAI 2026 PrivSV: Differentially Private Steering Vector for Large Language Models AAAI 2026 Differentially Private Federated Learning with Time-Adaptive Privacy Spending ICLR 2025 Dyn-D^2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee IJCAI 2025 Empirical Privacy Variance ICML 2025 Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation ICLR 2025 Improving Noise Efficiency in Privacy-preserving Dataset Distillation ICCV 2025 Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models ICML 2025 Differentially Private Sum-Product Networks ICML 2024 Differentially Private Video Activity Recognition WACV 2024 In-distribution Public Data Synthesis with Diffusion Models for Differentially Private Image Classification CVPR 2024 Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy NeurIPS 2024 Proactive DP: A Multiple Target Optimization Framework for DP-SGD ICML 2024 Responsible Bandit Learning via Privacy-Protected Mean-Volatility Utility AAAI 2024 To Share or Not to Share: What Risks Would Laypeople Accept to Give Sensitive Data to Differentially-Private NLP Systems? COLING 2024 Wasserstein Differential Privacy AAAI 2024 Algorithms for bounding contribution for histogram estimation under user-level privacy ICML 2023 Bayesian Estimation of Differential Privacy ICML 2023 Have it your way: Individualized Privacy Assignment for DP-SGD NeurIPS 2023 On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence NeurIPS 2023 Private Image Generation With Dual-Purpose Auxiliary Classifier CVPR 2023 TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023 Differentially Private Community Detection for Stochastic Block Models ICML 2022 Differentially Private Fine-tuning of Language Models ICLR 2022 Large Language Models Can Be Strong Differentially Private Learners ICLR 2022