| Blind-Match: Efficient Homomorphic Encryption-Based 1:N Matching for Privacy-Preserving Biometric Identification | Aug 12, 2024 | Face RecognitionPrivacy Preserving | CodeCode Available | 0 | 5 |
| Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls | Aug 14, 2023 | Federated Learninggraph partitioning | CodeCode Available | 0 | 5 |
| Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning | Nov 24, 2018 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 | 5 |
| FedCTR: Federated Native Ad CTR Prediction with Multi-Platform User Behavior Data | Jul 23, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 0 | 5 |
| Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System | Jan 29, 2019 | BIG-bench Machine LearningCollaborative Filtering | CodeCode Available | 0 | 5 |
| FedCAR: Cross-client Adaptive Re-weighting for Generative Models in Federated Learning | Dec 16, 2024 | Federated LearningImage Generation | CodeCode Available | 0 | 5 |
| FedCAP: Robust Federated Learning via Customized Aggregation and Personalization | Oct 16, 2024 | Anomaly DetectionFederated Learning | CodeCode Available | 0 | 5 |
| Federated Causal Discovery From Interventions | Nov 7, 2022 | Causal DiscoveryFederated Learning | CodeCode Available | 0 | 5 |
| Bigger But Not Better: Small Neural Language Models Outperform Large Language Models in Detection of Thought Disorder | Mar 25, 2025 | DiagnosticPrivacy Preserving | CodeCode Available | 0 | 5 |
| FedAH: Aggregated Head for Personalized Federated Learning | Dec 2, 2024 | Federated LearningPersonalized Federated Learning | 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 |
| Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol Dataset | Feb 21, 2022 | Privacy Preserving | CodeCode Available | 0 | 5 |
| Adversarial representation learning for private speech generation | Jun 16, 2020 | Privacy PreservingRepresentation Learning | CodeCode Available | 0 | 5 |
| A FAIR platform for reproducing mutational signature detection on tumor sequencing data | Jun 2, 2023 | Privacy Preserving | CodeCode Available | 0 | 5 |
| Federated Semantic Learning for Privacy-preserving Cross-domain Recommendation | Mar 29, 2025 | Privacy PreservingRecommendation Systems | CodeCode Available | 0 | 5 |
| FastLloyd: Federated, Accurate, Secure, and Tunable k-Means Clustering with Differential Privacy | May 3, 2024 | ClusteringConstrained Clustering | CodeCode Available | 0 | 5 |
| FairFML: Fair Federated Machine Learning with a Case Study on Reducing Gender Disparities in Cardiac Arrest Outcome Prediction | Oct 7, 2024 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Federated Learning: Challenges, Methods, and Future Directions | Aug 21, 2019 | BIG-bench Machine LearningDistributed Optimization | CodeCode Available | 0 | 5 |
| BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic Architectures against Model Inversion Attacks | Feb 1, 2024 | Privacy Preserving | CodeCode Available | 0 | 5 |
| FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning | Jun 7, 2022 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Adversarial Privacy-preserving Filter | Jul 25, 2020 | Adversarial AttackFace Recognition | CodeCode Available | 0 | 5 |
| Noiseless Privacy-Preserving Decentralized Learning | Apr 15, 2024 | Privacy Preserving | CodeCode Available | 0 | 5 |
| FADAS: Towards Federated Adaptive Asynchronous Optimization | Jul 25, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Anonymisation Models for Text Data: State of the art, Challenges and Future Directions | Aug 1, 2021 | PositionPrivacy Preserving | 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 |
