| Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling | Sep 15, 2024 | Causal Language ModelingDe-identification | CodeCode Available | 0 |
| Generating Synthetic Health Sensor Data for Privacy-Preserving Wearable Stress Detection | Jan 24, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Differentially Private Distributed Bayesian Linear Regression with MCMC | Jan 31, 2023 | Bayesian InferencePrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving and Lossless Distributed Estimation of High-Dimensional Generalized Additive Mixed Models | Oct 14, 2022 | feature selectionPrivacy Preserving | CodeCode Available | 0 |
| Towards Efficient and Secure Delivery of Data for Deep Learning with Privacy-Preserving | Sep 17, 2019 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks | Oct 31, 2024 | Data AugmentationFederated Learning | CodeCode Available | 0 |
| Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification | Nov 29, 2021 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Efficient Node Selection in Private Personalized Decentralized Learning | Jan 30, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Privacy and Accuracy Implications of Model Complexity and Integration in Heterogeneous Federated Learning | Nov 29, 2023 | Federated LearningInference Attack | CodeCode Available | 0 |
| Geo-ORBIT: A Federated Digital Twin Framework for Scene-Adaptive Lane Geometry Detection | Jul 11, 2025 | Computational EfficiencyFederated Learning | CodeCode Available | 0 |
