| A federated graph neural network framework for privacy-preserving personalization | Jun 2, 2022 | Federated LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity Recognition | Apr 3, 2025 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 1 | 5 |
| Neural Inertial Localization | Mar 29, 2022 | Indoor LocalizationPrivacy Preserving | CodeCode Available | 1 | 5 |
| Differentially Private Federated Learning: A Client Level Perspective | Dec 20, 2017 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs | Aug 29, 2022 | Federated LearningGraph Learning | CodeCode Available | 1 | 5 |
| Attacks on Image Encryption Schemes for Privacy-Preserving Deep Neural Networks | Apr 28, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Differentially Private Optimization on Large Model at Small Cost | Sep 30, 2022 | Privacy Preserving | CodeCode Available | 1 | 5 |
| DistFL: Distribution-aware Federated Learning for Mobile Scenarios | Oct 22, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Federated Adaptation for Foundation Model-based Recommendations | May 8, 2024 | Federated Learningmodel | CodeCode Available | 1 | 5 |
| Attack-Aware Noise Calibration for Differential Privacy | Jul 2, 2024 | Privacy PreservingSensitivity | CodeCode Available | 1 | 5 |
| Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation | Nov 29, 2020 | Computed Tomography (CT)Image Generation | CodeCode Available | 1 | 5 |
| ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization | Jul 4, 2023 | Data AugmentationDecision Making | CodeCode Available | 1 | 5 |
| PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning | Jul 23, 2024 | Decision MakingImitation Learning | CodeCode Available | 1 | 5 |
| Differential Privacy for Text Analytics via Natural Text Sanitization | Jun 2, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Active Membership Inference Attack under Local Differential Privacy in Federated Learning | Feb 24, 2023 | Federated LearningInference Attack | CodeCode Available | 1 | 5 |
| Domain-Invariant Representation Learning from EEG with Private Encoders | Jan 27, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| FedDefender: Backdoor Attack Defense in Federated Learning | Jul 2, 2023 | Backdoor AttackData Poisoning | CodeCode Available | 1 | 5 |
| PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization | Mar 2, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Federated Boosted Decision Trees with Differential Privacy | Oct 6, 2022 | Privacy Preserving | CodeCode Available | 1 | 5 |
| POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging | Jul 15, 2022 | Privacy Preserving | CodeCode Available | 1 | 5 |
| PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments | Apr 29, 2021 | CPUFederated Learning | CodeCode Available | 1 | 5 |
| Practical Vertical Federated Learning with Unsupervised Representation Learning | Aug 13, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release | Nov 23, 2023 | Privacy Preserving | CodeCode Available | 1 | 5 |
| Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation | Sep 12, 2021 | Federated LearningNews Recommendation | CodeCode Available | 1 | 5 |
| Dual Personalization on Federated Recommendation | Jan 16, 2023 | Privacy PreservingRecommendation Systems | CodeCode Available | 1 | 5 |
| Privacy-Preserving Deep Action Recognition: An Adversarial Learning Framework and A New Dataset | Jun 12, 2019 | Action RecognitionPrivacy Preserving | CodeCode Available | 1 | 5 |
| EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing | Jun 2, 2024 | De-identificationPrivacy Preserving | CodeCode Available | 1 | 5 |
| EasyFL: A Low-code Federated Learning Platform For Dummies | May 17, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features | Apr 28, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective | Nov 27, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications | Aug 31, 2023 | Privacy Preserving | CodeCode Available | 1 | 5 |
| Asymmetric Private Set Intersection with Applications to Contact Tracing and Private Vertical Federated Machine Learning | Nov 18, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Emotionless: Privacy-Preserving Speech Analysis for Voice Assistants | Aug 9, 2019 | Emotion RecognitionPrivacy Preserving | CodeCode Available | 1 | 5 |
| Privacy-Preserving Model Upgrades with Bidirectional Compatible Training in Image Retrieval | Apr 29, 2022 | Image RetrievalPrivacy Preserving | CodeCode Available | 1 | 5 |
| Encryption-Friendly LLM Architecture | Oct 3, 2024 | Privacy Preserving | CodeCode Available | 1 | 5 |
| FedCIA: Federated Collaborative Information Aggregation for Privacy-Preserving Recommendation | Apr 19, 2025 | Privacy Preserving | CodeCode Available | 1 | 5 |
| FedCorr: Multi-Stage Federated Learning for Label Noise Correction | Apr 10, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach | Mar 19, 2020 | ClusteringFederated Learning | CodeCode Available | 1 | 5 |
| A Survey for Federated Learning Evaluations: Goals and Measures | Aug 23, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Exploring Federated Unlearning: Review, Comparison, and Insights | Oct 30, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Reliable Generation of Privacy-preserving Synthetic Electronic Health Record Time Series via Diffusion Models | Oct 23, 2023 | De-identificationDenoising | CodeCode Available | 1 | 5 |
| Private and Reliable Neural Network Inference | Oct 27, 2022 | FairnessPrivacy Preserving | CodeCode Available | 1 | 5 |
| EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing | Aug 31, 2022 | Cloud ComputingContrastive Learning | CodeCode Available | 1 | 5 |
| PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning | Oct 11, 2022 | AttributeImputation | CodeCode Available | 1 | 5 |
| Exploring Pose-Based Anomaly Detection for Retail Security: A Real-World Shoplifting Dataset and Benchmark | Jan 11, 2025 | Anomaly DetectionPose-based Anomaly Detection | CodeCode Available | 1 | 5 |
| ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing | Jun 8, 2020 | CPUFederated Learning | CodeCode Available | 1 | 5 |
| Quantifying and Mitigating Privacy Risks of Contrastive Learning | Feb 8, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Randomized algorithms for precise measurement of differentially-private, personalized recommendations | Aug 7, 2023 | Privacy Preserving | CodeCode Available | 1 | 5 |
| Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion Attacks | Mar 13, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures | Mar 31, 2024 | Privacy PreservingSurvey | CodeCode Available | 1 | 5 |
