| Additively Homomorphical Encryption based Deep Neural Network for Asymmetrically Collaborative Machine Learning | Jul 14, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Complex-valued Federated Learning with Differential Privacy and MRI Applications | Oct 7, 2021 | Federated LearningMRI Reconstruction | —Unverified | 0 | 0 |
| Complement Sparsification: Low-Overhead Model Pruning for Federated Learning | Mar 10, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Artificial Intelligence at the Edge | Dec 10, 2020 | Autonomous VehiclesEdge-computing | —Unverified | 0 | 0 |
| Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare | Dec 23, 2020 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| Artemis: HE-Aware Training for Efficient Privacy-Preserving Machine Learning | Oct 2, 2023 | Model CompressionPrivacy Preserving | —Unverified | 0 | 0 |
| Large-Scale Secure XGB for Vertical Federated Learning | May 18, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| Comparative assessment of federated and centralized machine learning | Feb 3, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| Comparative analysis of privacy-preserving open-source LLMs regarding extraction of diagnostic information from clinical CMR imaging reports | May 29, 2025 | DescriptiveDiagnostic | —Unverified | 0 | 0 |
| Identifying Backdoor Attacks in Federated Learning via Anomaly Detection | Feb 9, 2022 | Anomaly DetectionFederated Learning | —Unverified | 0 | 0 |
| Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning | May 25, 2022 | Privacy PreservingSelf-Supervised Learning | —Unverified | 0 | 0 |
| Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling | Jul 24, 2021 | Autonomous DrivingLearning Theory | —Unverified | 0 | 0 |
| Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation | Jun 2, 2021 | Collaborative InferencePrivacy Preserving | —Unverified | 0 | 0 |
| Communication-Efficient Robust Federated Learning with Noisy Labels | Jun 11, 2022 | Bilevel OptimizationFederated Learning | —Unverified | 0 | 0 |
| Communication-Efficient Module-Wise Federated Learning for Grasp Pose Detection in Cluttered Environments | Jul 8, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Review on Machine Unlearning | Nov 18, 2024 | Machine UnlearningPrivacy Preserving | —Unverified | 0 | 0 |
| Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence | Feb 27, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Communication-Efficient Federated Distillation with Active Data Sampling | Mar 14, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Review of Scalable and Privacy-Preserving Multi-Agent Frameworks for Distributed Energy Resources | Sep 22, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization | Jan 19, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Communication-Efficient and Privacy-Preserving Decentralized Meta-Learning | Jun 19, 2024 | AllFew-Shot Learning | —Unverified | 0 | 0 |
| A Review of Privacy-preserving Federated Learning for the Internet-of-Things | Apr 24, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks | Aug 10, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack | Mar 14, 2024 | Data AugmentationFace Recognition | —Unverified | 0 | 0 |
| A review of federated learning in renewable energy applications: Potential, challenges, and future directions | Dec 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |