privacy preservation

Reducing Privacy Risks in Online Self-Disclosures with Language Models ACL 2024 Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks AAAI 2024 Safely Learning with Private Data: A Federated Learning Framework for Large Language Model EMNLP 2024 Sample Quality Heterogeneity-aware Federated Causal Discovery through Adaptive Variable Space Selection IJCAI 2024 Selective Interpretable and Motion Consistent Privacy Attribute Obfuscation for Action Recognition CVPR 2024 SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization AISTATS 2024 Taming Normalizing Flows WACV 2024 Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion EMNLP 2024 Trap-MID: Trapdoor-based Defense against Model Inversion Attacks NeurIPS 2024 Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement NeurIPS 2024 Adaptive Image Anonymization in the Context of Image Classification with Neural Networks ICCV 2023 A Federated Approach for Hate Speech Detection EACL 2023 Anonymous Learning via Look-Alike Clustering: A Precise Analysis of Model Generalization NeurIPS 2023 Bayesian Federated Learning: A Survey IJCAI 2023 Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition NeurIPS 2023 Controllable Generation of Artificial Speaker Embeddings through Discovery of Principal Directions Interspeech 2023 Copyright-Certified Distillation Dataset: Distilling One Million Coins into One Bitcoin with Your Private Key AAAI 2023 Coupled Point Process-based Sequence Modeling for Privacy-preserving Network Alignment IJCAI 2023 Data Minimization at Inference Time NeurIPS 2023 Differentially private synthetic data using KD-trees UAI 2023 Distributed Spectrum-Based Fault Localization AAAI 2023 Enhancing Privacy Preservation in Federated Learning via Learning Rate Perturbation ICCV 2023 ERASER: AdvERsArial Sensitive Element Remover for Image Privacy Preservation AAAI 2023 Federated Learning from Small Datasets ICLR 2023 Federated Nearest Neighbor Machine Translation ICLR 2023