Privacy

Differentially Private Graph Diffusion with Applications in Personalized PageRanks NeurIPS 2024 Differentially Private Knowledge Distillation via Synthetic Text Generation ACL 2024 Differentially private methods for managing model uncertainty in linear regression JMLR 2024 Differentially Private Natural Language Models: Recent Advances and Future Directions EACL 2024 Differentially Private Next-Token Prediction of Large Language Models NAACL 2024 Differentially Private Non-Convex Optimization under the KL Condition with Optimal Rates ALT 2024 Differentially Private Optimization with Sparse Gradients NeurIPS 2024 Differentially Private Reward Estimation with Preference Feedback AISTATS 2024 Differentially Private Set Representations NeurIPS 2024 Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement NeurIPS 2024 Differentially Private Topological Data Analysis JMLR 2024 Differentially Private Video Activity Recognition WACV 2024 Differential Privacy in Scalable General Kernel Learning via K-means Nystr\"om Random Features NeurIPS 2024 Dimension-free Private Mean Estimation for Anisotropic Distributions NeurIPS 2024 Direct Unlearning Optimization for Robust and Safe Text-to-Image Models NeurIPS 2024 Disentangled Style Domain for Implicit z-Watermark Towards Copyright Protection NeurIPS 2024 Disguise without Disruption: Utility-Preserving Face De-identification AAAI 2024 Dissecting Fine-Tuning Unlearning in Large Language Models EMNLP 2024 DLoRA: Distributed Parameter-Efficient Fine-Tuning Solution for Large Language Model EMNLP 2024 DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering NAACL 2024 Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI 2024 Don’t forget private retrieval: distributed private similarity search for large language models ACL 2024 Don't Play Favorites: Minority Guidance for Diffusion Models ICLR 2024 DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction NeurIPS 2024 Downstream Trade-offs of a Family of Text Watermarks EMNLP 2024