| COVID-19 and Your Smartphone: BLE-based Smart Contact Tracing | May 28, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference | Mar 10, 2023 | Bayesian InferenceDrug Design | CodeCode Available | 0 | 5 |
| DP-NMT: Scalable Differentially-Private Machine Translation | Nov 24, 2023 | Machine TranslationNMT | CodeCode Available | 0 | 5 |
| An Inversion-based Measure of Memorization for Diffusion Models | May 9, 2024 | Image GenerationMemorization | CodeCode Available | 0 | 5 |
| Cough-E: A multimodal, privacy-preserving cough detection algorithm for the edge | Oct 31, 2024 | Model OptimizationPrivacy Preserving | CodeCode Available | 0 | 5 |
| Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation | Jul 14, 2025 | Domain AdaptationFederated Learning | CodeCode Available | 0 | 5 |
| Demo: FedCampus: A Real-world Privacy-preserving Mobile Application for Smart Campus via Federated Learning & Analytics | Aug 31, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| F-KANs: Federated Kolmogorov-Arnold Networks | Jul 29, 2024 | ClassificationFederated Learning | CodeCode Available | 0 | 5 |
| Memorization of Named Entities in Fine-tuned BERT Models | Dec 7, 2022 | MemorizationPrivacy Preserving | CodeCode Available | 0 | 5 |
| A Universal Metric of Dataset Similarity for Cross-silo Federated Learning | Apr 29, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Demystifying Trajectory Recovery From Ash: An Open-Source Evaluation and Enhancement | Sep 23, 2024 | Privacy PreservingTrajectory Recovery | CodeCode Available | 0 | 5 |
| DP-EM: Differentially Private Expectation Maximization | May 23, 2016 | Privacy Preserving | CodeCode Available | 0 | 5 |
| DePAint: A Decentralized Safe Multi-Agent Reinforcement Learning Algorithm considering Peak and Average Constraints | Oct 22, 2023 | Multi-agent Reinforcement LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Distributed Differentially Private Computation of Functions with Correlated Noise | Apr 22, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Cooperative Network Learning for Large-Scale and Decentralized Graphs | Nov 3, 2023 | Graph LearningLink Prediction | CodeCode Available | 0 | 5 |
| Distributed Learning without Distress: Privacy-Preserving Empirical Risk Minimization | Dec 1, 2018 | Privacy Preserving | CodeCode Available | 0 | 5 |
| Disparate Impact on Group Accuracy of Linearization for Private Inference | Feb 6, 2024 | FairnessPrivacy Preserving | CodeCode Available | 0 | 5 |
| Air Signing and Privacy-Preserving Signature Verification for Digital Documents | May 17, 2024 | Fingertip DetectionGesture Recognition | CodeCode Available | 0 | 5 |
| Generalizing in Net-Zero Microgrids: A Study with Federated PPO and TRPO | Dec 30, 2024 | energy managementFederated Learning | CodeCode Available | 0 | 5 |
| Automated Privacy-Preserving Techniques via Meta-Learning | Jun 24, 2024 | De-identificationMeta-Learning | CodeCode Available | 0 | 5 |
| Generating gender-ambiguous voices for privacy-preserving speech recognition | Jul 3, 2022 | AttributeGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Differential privacy for symmetric log-concave mechanisms | Feb 23, 2022 | Privacy Preserving | CodeCode Available | 0 | 5 |
| Privacy and Accuracy Implications of Model Complexity and Integration in Heterogeneous Federated Learning | Nov 29, 2023 | Federated LearningInference Attack | CodeCode Available | 0 | 5 |
| Automatic Discovery of Privacy-Utility Pareto Fronts | May 26, 2019 | Bayesian OptimizationPrivacy Preserving | CodeCode Available | 0 | 5 |
| A Statistical Approach for Synthetic EEG Data Generation | Apr 22, 2025 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
