Privacy

FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation NeurIPS 2024 FedInverse: Evaluating Privacy Leakage in Federated Learning ICLR 2024 FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation NeurIPS 2024 FedTrans: Client-Transparent Utility Estimation for Robust Federated Learning ICLR 2024 Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity NeurIPS 2024 Finding ε and δ of Traditional Disclosure Control Systems AAAI 2024 Find the Lady: Permutation and Re-synchronization of Deep Neural Networks AAAI 2024 Fine-grained Pluggable Gradient Ascent for Knowledge Unlearning in Language Models EMNLP 2024 Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation EMNLP 2024 Fixing Rogue Memorization in Many-to-One Multilingual Translators of Extremely-Low-Resource Languages by Rephrasing Training Samples NAACL 2024 Flock: A Framework for Deploying On-Demand Distributed Trust OSDI 2024 Fooling the Textual Fooler via Randomizing Latent Representations ACL 2024 Frequency Oracle for Sensitive Data Monitoring (Student Abstract) AAAI 2024 From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models NeurIPS 2024 Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model Stealing CVPR 2024 Fully Geometric Panoramic Localization CVPR 2024 Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion EMNLP 2024 GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting NeurIPS 2024 Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models CVPR 2024 Generalizing Clinical De-identification Models by Privacy-safe Data Augmentation using GPT-4 EMNLP 2024 Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models WACV 2024 Generate Synthetic Text Approximating the Private Distribution with Differential Privacy IJCAI 2024 Generating Synthetic Documents with Clinical Keywords: A Privacy-Sensitive Methodology COLING 2024 Generation and De-Identification of Indian Clinical Discharge Summaries using LLMs ACL 2024 Generation and Evaluation of Synthetic Endoscopy Free-Text Reports with Differential Privacy ACL 2024