| 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 |
| Communication-efficient and Differentially-private Distributed Nash Equilibrium Seeking with Linear Convergence | May 8, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| Communication-Computation Efficient Secure Aggregation for Federated Learning | Dec 10, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Are Trees Really Green? A Detection Approach of IoT Malware Attacks | Jun 9, 2025 | Intrusion DetectionPrivacy Preserving | —Unverified | 0 | 0 |
| A Graph Federated Architecture with Privacy Preserving Learning | Apr 26, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Communication Compression for Distributed Learning without Control Variates | Dec 5, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Communication and Computation Reduction for Split Learning using Asynchronous Training | Jul 20, 2021 | Privacy Preserving | —Unverified | 0 | 0 |
| Are Neuromorphic Architectures Inherently Privacy-preserving? An Exploratory Study | Nov 10, 2024 | Evolutionary AlgorithmsPrivacy Preserving | —Unverified | 0 | 0 |
| Combining Stochastic Defenses to Resist Gradient Inversion: An Ablation Study | Aug 9, 2022 | Federated LearningImage Classification | —Unverified | 0 | 0 |
| Combined Use of Federated Learning and Image Encryption for Privacy-Preserving Image Classification with Vision Transformer | Jan 23, 2023 | Federated Learningimage-classification | —Unverified | 0 | 0 |
| Architectural Blueprint For Heterogeneity-Resilient Federated Learning | Mar 7, 2024 | Edge-computingFederated Learning | —Unverified | 0 | 0 |
| A Global Medical Data Security and Privacy Preserving Standards Identification Framework for Electronic Healthcare Consumers | Oct 4, 2024 | DescriptivePrivacy Preserving | —Unverified | 0 | 0 |
| Adaptive Federated Pruning in Hierarchical Wireless Networks | May 15, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Accelerating Fair Federated Learning: Adaptive Federated Adam | Jan 23, 2023 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Color-NeuraCrypt: Privacy-Preserving Color-Image Classification Using Extended Random Neural Networks | Jan 12, 2023 | Cloud Computingimage-classification | —Unverified | 0 | 0 |
| Collusion Resistant Federated Learning with Oblivious Distributed Differential Privacy | Feb 20, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Aggregating Votes with Local Differential Privacy: Usefulness, Soundness vs. Indistinguishability | Aug 14, 2019 | Decision MakingPrivacy Preserving | —Unverified | 0 | 0 |
| Collaborative Inference over Wireless Channels with Feature Differential Privacy | Oct 25, 2024 | Collaborative InferencePrivacy Preserving | —Unverified | 0 | 0 |
| A Randomized Approach for Tight Privacy Accounting | Apr 17, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Collaborative Drug Discovery: Inference-level Data Protection Perspective | May 13, 2022 | Drug DiscoveryPrivacy Preserving | —Unverified | 0 | 0 |
| Collaborative and Privacy-Preserving Machine Teaching via Consensus Optimization | May 7, 2019 | Privacy Preserving | —Unverified | 0 | 0 |
| AQUILA: Communication Efficient Federated Learning with Adaptive Quantization in Device Selection Strategy | Aug 1, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems | Apr 1, 2025 | Privacy PreservingRAG | —Unverified | 0 | 0 |
| Adaptive Federated Minimax Optimization with Lower Complexities | Nov 14, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| CollabLoc: Privacy-Preserving Multi-Modal Localization via Collaborative Information Fusion | Sep 29, 2017 | Privacy Preserving | —Unverified | 0 | 0 |
| Coincidental Generation | Apr 3, 2023 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 | 0 |