| Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach | Mar 19, 2020 | ClusteringFederated Learning | CodeCode Available | 1 |
| ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization | Jul 4, 2023 | Data AugmentationDecision Making | CodeCode Available | 1 |
| Privacy-Preserving XGBoost Inference | Nov 9, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Private and Reliable Neural Network Inference | Oct 27, 2022 | FairnessPrivacy Preserving | CodeCode Available | 1 |
| EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs | Feb 8, 2024 | Privacy PreservingSentiment Analysis | CodeCode Available | 1 |
| ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing | Jun 8, 2020 | CPUFederated Learning | CodeCode Available | 1 |
| Attack-Aware Noise Calibration for Differential Privacy | Jul 2, 2024 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance | Dec 21, 2023 | Explainable ModelsFault localization | CodeCode Available | 1 |
| Quantifying and Mitigating Privacy Risks of Contrastive Learning | Feb 8, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective | Nov 27, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
