| Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting | Feb 2, 2024 | Federated LearningLoad Forecasting | CodeCode Available | 0 |
| G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators | Jun 21, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Secure Summation via Subset Sums: A New Primitive for Privacy-Preserving Distributed Machine Learning | Jun 27, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Is there anything left? Measuring semantic residuals of objects removed from 3D Gaussian Splatting | Mar 21, 2025 | Privacy Preserving | CodeCode Available | 0 |
| Wind turbine condition monitoring based on intra- and inter-farm federated learning | Sep 5, 2024 | Fault DetectionFederated Learning | CodeCode Available | 0 |
| Single Run Action Detector over Video Stream -- A Privacy Preserving Approach | Feb 5, 2021 | Action LocalizationPrivacy Preserving | CodeCode Available | 0 |
| Paired-Point Lifting for Enhanced Privacy-Preserving Visual Localization | Jan 1, 2023 | feature selectionPrivacy Preserving | CodeCode Available | 0 |
| DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference | Mar 10, 2023 | Bayesian InferenceDrug Design | CodeCode Available | 0 |
| DEeR: Deviation Eliminating and Noise Regulating for Privacy-preserving Federated Low-rank Adaptation | Oct 16, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Sisyphus: A Cautionary Tale of Using Low-Degree Polynomial Activations in Privacy-Preserving Deep Learning | Jul 26, 2021 | Privacy PreservingPrivacy Preserving Deep Learning | CodeCode Available | 0 |
| Volley Revolver: A Novel Matrix-Encoding Method for Privacy-Preserving Neural Networks (Inference) | Jan 29, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMs | May 18, 2025 | ArticlesAttribute | CodeCode Available | 0 |
| DP-EM: Differentially Private Expectation Maximization | May 23, 2016 | Privacy Preserving | CodeCode Available | 0 |
| Auto-weighted Robust Federated Learning with Corrupted Data Sources | Jan 14, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting | Oct 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| FLStore: Efficient Federated Learning Storage for non-training workloads | Mar 1, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation | Jul 14, 2025 | Domain AdaptationFederated Learning | CodeCode Available | 0 |
| Key Protected Classification for Collaborative Learning | Aug 27, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Communication Efficient and Privacy-Preserving Federated Learning Based on Evolution Strategies | Nov 5, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| KidneyTalk-open: No-code Deployment of a Private Large Language Model with Medical Documentation-Enhanced Knowledge Database for Kidney Disease | Mar 6, 2025 | ChunkingLanguage Modeling | CodeCode Available | 0 |
| Partially Encrypted Deep Learning using Functional Encryption | Dec 1, 2019 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Partially Encrypted Machine Learning using Functional Encryption | May 24, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Automatic Discovery of Privacy-Utility Pareto Fronts | May 26, 2019 | Bayesian OptimizationPrivacy Preserving | CodeCode Available | 0 |
| Knowledge Distillation For Wireless Edge Learning | Apr 3, 2021 | Cloud ComputingFederated Learning | CodeCode Available | 0 |
| Privacy-Preserving Representations are not Enough -- Recovering Scene Content from Camera Poses | May 8, 2023 | Privacy PreservingVisual Localization | CodeCode Available | 0 |