| Privacy-Preserving Distributed Nonnegative Matrix Factorization | Mar 27, 2024 | Privacy Preserving | —Unverified | 0 |
| BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text | Mar 27, 2024 | ArticlesLanguage Modeling | CodeCode Available | 4 |
| Empowering Data Mesh with Federated Learning | Mar 26, 2024 | Decision MakingFederated Learning | CodeCode Available | 0 |
| Hawk: Accurate and Fast Privacy-Preserving Machine Learning Using Secure Lookup Table Computation | Mar 26, 2024 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| Secure Aggregation is Not Private Against Membership Inference Attacks | Mar 26, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Engagement Measurement Based on Facial Landmarks and Spatial-Temporal Graph Convolutional Networks | Mar 25, 2024 | Privacy PreservingTransfer Learning | —Unverified | 0 |
| FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN | Mar 25, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Bridging Privacy and Robustness for Trustworthy Machine Learning | Mar 25, 2024 | Bayesian InferencePrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving End-to-End Spoken Language Understanding | Mar 22, 2024 | Privacy Preservingspeech-recognition | —Unverified | 0 |
| Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization | Mar 22, 2024 | Domain GeneralizationFederated Learning | —Unverified | 0 |
| Contrastive Learning on Multimodal Analysis of Electronic Health Records | Mar 22, 2024 | Contrastive LearningPrivacy Preserving | —Unverified | 0 |
| HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption | Mar 21, 2024 | Privacy PreservingTransfer Learning | CodeCode Available | 1 |
| A Control-Recoverable Added-Noise-based Privacy Scheme for LQ Control in Networked Control Systems | Mar 20, 2024 | Privacy PreservingState Estimation | —Unverified | 0 |
| Does Differentially Private Synthetic Data Lead to Synthetic Discoveries? | Mar 20, 2024 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| Advancing Explainable Autonomous Vehicle Systems: A Comprehensive Review and Research Roadmap | Mar 19, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Selective, Interpretable, and Motion Consistent Privacy Attribute Obfuscation for Action Recognition | Mar 19, 2024 | Action RecognitionAttribute | —Unverified | 0 |
| Privacy-Preserving Face Recognition Using Trainable Feature Subtraction | Mar 19, 2024 | Face RecognitionImage Compression | —Unverified | 0 |
| Improving LoRA in Privacy-preserving Federated Learning | Mar 18, 2024 | Computational EfficiencyFederated Learning | —Unverified | 0 |
| Low-Cost Privacy-Preserving Decentralized Learning | Mar 18, 2024 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Pencil: Private and Extensible Collaborative Learning without the Non-Colluding Assumption | Mar 17, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Double-Private Distributed Estimation Algorithm Using Differential Privacy and a Key-Like Proportionate Matrix with Its Performance Analysis | Mar 17, 2024 | Privacy Preserving | —Unverified | 0 |
| Multiple Teachers-Meticulous Student: A Domain Adaptive Meta-Knowledge Distillation Model for Medical Image Classification | Mar 17, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Edge Private Graph Neural Networks with Singular Value Perturbation | Mar 16, 2024 | Privacy Preserving | —Unverified | 0 |
| RID-TWIN: An end-to-end pipeline for automatic face de-identification in videos | Mar 15, 2024 | De-identificationPrivacy Preserving | CodeCode Available | 0 |
| Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack | Mar 14, 2024 | Data AugmentationFace Recognition | —Unverified | 0 |