| α-Mutual Information: A Tunable Privacy Measure for Privacy Protection in Data Sharing | Oct 27, 2023 | Privacy PreservingTime Series | —Unverified | 0 |
| FedDCL: a federated data collaboration learning as a hybrid-type privacy-preserving framework based on federated learning and data collaboration | Sep 27, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Co-Located Human-Human Interaction Analysis using Nonverbal Cues: A Survey | Jul 20, 2022 | Privacy PreservingSurvey | —Unverified | 0 |
| Facial Data Minimization: Shallow Model as Your Privacy Filter | Oct 24, 2023 | AttributeFace Recognition | —Unverified | 0 |
| Collusion Resistant Federated Learning with Oblivious Distributed Differential Privacy | Feb 20, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FADE: Enabling Federated Adversarial Training on Heterogeneous Resource-Constrained Edge Devices | Sep 8, 2022 | Adversarial RobustnessFederated Learning | —Unverified | 0 |
| FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction | Nov 1, 2020 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| Color-NeuraCrypt: Privacy-Preserving Color-Image Classification Using Extended Random Neural Networks | Jan 12, 2023 | Cloud Computingimage-classification | —Unverified | 0 |
| Deep Learning Inferences with Hybrid Homomorphic Encryption | Jan 1, 2018 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Deep Face Fuzzy Vault: Implementation and Performance | Feb 4, 2021 | Face RecognitionManagement | —Unverified | 0 |
| Fairness-aware Differentially Private Collaborative Filtering | Mar 16, 2023 | Collaborative FilteringFairness | —Unverified | 0 |
| Fairness-Driven Private Collaborative Machine Learning | Sep 29, 2021 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Fairness in Federated Learning for Spatial-Temporal Applications | Jan 17, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Fairness in the Eyes of the Data: Certifying Machine-Learning Models | Sep 3, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes | Aug 16, 2024 | FairnessPrivacy Preserving | —Unverified | 0 |
| Communication Compression for Distributed Learning without Control Variates | Dec 5, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Faithful and Privacy-Preserving Implementation of Average Consensus | Mar 12, 2025 | Privacy Preserving | —Unverified | 0 |
| Faking feature importance: A cautionary tale on the use of differentially-private synthetic data | Mar 2, 2022 | Feature ImportancePrivacy Preserving | —Unverified | 0 |
| Fast-adapting and Privacy-preserving Federated Recommender System | Apr 2, 2021 | Federated LearningMeta-Learning | —Unverified | 0 |
| A Transfer Learning Framework for Multilayer Networks via Model Averaging | Jun 14, 2025 | Link PredictionPrivacy Preserving | —Unverified | 0 |
| Deep Directed Information-Based Learning for Privacy-Preserving Smart Meter Data Release | Nov 20, 2020 | Privacy PreservingTime Series | —Unverified | 0 |
| Fast Deep Autoencoder for Federated learning | Jun 10, 2022 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| Deconvoluting Kernel Density Estimation and Regression for Locally Differentially Private Data | Aug 28, 2020 | Density EstimationPrivacy Preserving | —Unverified | 0 |
| Fast John Ellipsoid Computation with Differential Privacy Optimization | Aug 12, 2024 | Privacy Preserving | —Unverified | 0 |
| A Theoretical Insight into Attack and Defense of Gradient Leakage in Transformer | Nov 22, 2023 | Privacy Preserving | —Unverified | 0 |