| Efficiently Achieving Secure Model Training and Secure Aggregation to Ensure Bidirectional Privacy-Preservation in Federated Learning | Dec 16, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Canopy: A Verifiable Privacy-Preserving Token Ring based Communication Protocol for Smart Homes | Apr 8, 2020 | Privacy Preserving | —Unverified | 0 | 0 |
| Efficient Privacy Preserving Logistic Regression for Horizontally Distributed Data | Feb 5, 2022 | Privacy Preservingregression | —Unverified | 0 | 0 |
| Facial Data Minimization: Shallow Model as Your Privacy Filter | Oct 24, 2023 | AttributeFace Recognition | —Unverified | 0 | 0 |
| Efficient Implementation of Reinforcement Learning over Homomorphic Encryption | Apr 12, 2025 | Privacy Preservingreinforcement-learning | —Unverified | 0 | 0 |
| Can One Safety Loop Guard Them All? Agentic Guard Rails for Federated Computing | Jun 24, 2025 | AllPrivacy Preserving | —Unverified | 0 | 0 |
| Fair Division with Money and Prices | Feb 16, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| A Privacy-preserving Distributed Training Framework for Cooperative Multi-agent Deep Reinforcement Learning | Sep 30, 2021 | Deep Reinforcement LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Federated Deep Learning Framework for Privacy Preservation and Communication Efficiency | Jan 22, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation | Dec 8, 2023 | Active LearningDomain Adaptation | —Unverified | 0 | 0 |
| Fairness-aware Differentially Private Collaborative Filtering | Mar 16, 2023 | Collaborative FilteringFairness | —Unverified | 0 | 0 |
| Fairness-Driven Private Collaborative Machine Learning | Sep 29, 2021 | BIG-bench Machine LearningFairness | —Unverified | 0 | 0 |
| Fairness in Federated Learning for Spatial-Temporal Applications | Jan 17, 2022 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Fairness in the Eyes of the Data: Certifying Machine-Learning Models | Sep 3, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 | 0 |
| Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes | Aug 16, 2024 | FairnessPrivacy Preserving | —Unverified | 0 | 0 |
| EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression | Apr 8, 2022 | Activity RecognitionCloud Computing | —Unverified | 0 | 0 |
| Faithful and Privacy-Preserving Implementation of Average Consensus | Mar 12, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| Faking feature importance: A cautionary tale on the use of differentially-private synthetic data | Mar 2, 2022 | Feature ImportancePrivacy Preserving | —Unverified | 0 | 0 |
| Fast-adapting and Privacy-preserving Federated Recommender System | Apr 2, 2021 | Federated LearningMeta-Learning | —Unverified | 0 | 0 |
| Efficient Fine-Tuning with Domain Adaptation for Privacy-Preserving Vision Transformer | Jan 10, 2024 | Domain Adaptationimage-classification | —Unverified | 0 | 0 |
| Efficient Federated Learning with Spike Neural Networks for Traffic Sign Recognition | May 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Fast Deep Autoencoder for Federated learning | Jun 10, 2022 | Anomaly DetectionEdge-computing | —Unverified | 0 | 0 |
| Can LLMs get help from other LLMs without revealing private information? | Apr 1, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| A privacy-preserving distributed credible evidence fusion algorithm for collective decision-making | Dec 3, 2024 | Decision MakingLow-Rank Matrix Completion | —Unverified | 0 | 0 |
| Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing | May 2, 2023 | Edge-computingFederated Learning | —Unverified | 0 | 0 |