| FADAS: Towards Federated Adaptive Asynchronous Optimization | Jul 25, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning | Sep 8, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Exploring Selective Layer Fine-Tuning in Federated Learning | Aug 28, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations | Sep 27, 2022 | counterfactualDiversity | CodeCode Available | 0 | 5 |
| Exploring the Landscape for Generative Sequence Models for Specialized Data Synthesis | Nov 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| CrowdGuard: Federated Backdoor Detection in Federated Learning | Oct 14, 2022 | Federated LearningOutlier Detection | CodeCode Available | 0 | 5 |
| (Local) Differential Privacy has NO Disparate Impact on Fairness | Apr 25, 2023 | AttributeFairness | CodeCode Available | 0 | 5 |
| Fair Federated Data Clustering through Personalization: Bridging the Gap between Diverse Data Distributions | Jul 5, 2024 | ClusteringPrivacy Preserving | CodeCode Available | 0 | 5 |
| Locally Private Bayesian Inference for Count Models | Mar 22, 2018 | Bayesian InferenceLink Prediction | CodeCode Available | 0 | 5 |
| Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints | Oct 4, 2019 | ClusteringFederated Learning | CodeCode Available | 0 | 5 |
| Experimenting with Normalization Layers in Federated Learning on non-IID scenarios | Mar 19, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Low Latency Privacy Preserving Inference | Dec 27, 2018 | Privacy PreservingTransfer Learning | CodeCode Available | 0 | 5 |
| Exploring Federated Pruning for Large Language Models | May 19, 2025 | Privacy Preserving | CodeCode Available | 0 | 5 |
| Privacy-preserving datasets by capturing feature distributions with Conditional VAEs | Aug 1, 2024 | DiversityPrivacy Preserving | CodeCode Available | 0 | 5 |
| FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning | Nov 16, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| A Privacy-Preserving Unsupervised Speaker Disentanglement Method for Depression Detection from Speech | Feb 28, 2024 | De-identificationDepression Detection | CodeCode Available | 0 | 5 |
| A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications | Jul 6, 2023 | Privacy Preserving | CodeCode Available | 0 | 5 |
| Backpropagation Clipping for Deep Learning with Differential Privacy | Feb 10, 2022 | Deep LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Enhancing Trade-offs in Privacy, Utility, and Computational Efficiency through MUltistage Sampling Technique (MUST) | Dec 20, 2023 | Computational EfficiencyPrivacy Preserving | CodeCode Available | 0 | 5 |
| A generic framework for privacy preserving deep learning | Nov 9, 2018 | Deep LearningFederated Learning | CodeCode Available | 0 | 5 |
| Enhanced Outsourced and Secure Inference for Tall Sparse Decision Trees | May 4, 2025 | Cloud ComputingPrivacy Preserving | CodeCode Available | 0 | 5 |
| Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting | May 22, 2023 | Decision MakingPrivacy Preserving | CodeCode Available | 0 | 5 |
| MLitB: Machine Learning in the Browser | Dec 8, 2014 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 0 | 5 |
| Collaborative Learning From Distributed Data With Differentially Private Synthetic Twin Data | Aug 9, 2023 | Privacy Preserving | CodeCode Available | 0 | 5 |
| ER-AE: Differentially Private Text Generation for Authorship Anonymization | Jul 20, 2019 | Privacy PreservingText Generation | CodeCode Available | 0 | 5 |
