| FedDCT: A Dynamic Cross-Tier Federated Learning Framework in Wireless Networks | Jul 10, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey | Jul 10, 2023 | AttributePrivacy Preserving | —Unverified | 0 |
| Towards Fast and Scalable Private Inference | Jul 9, 2023 | Privacy Preserving | —Unverified | 0 |
| On the Challenges of Deploying Privacy-Preserving Synthetic Data in the Enterprise | Jul 9, 2023 | Privacy Preserving | —Unverified | 0 |
| Incentive Allocation in Vertical Federated Learning Based on Bankruptcy Problem | Jul 7, 2023 | FairnessFederated Learning | —Unverified | 0 |
| Large Language Models Empowered Autonomous Edge AI for Connected Intelligence | Jul 6, 2023 | Code GenerationFederated Learning | —Unverified | 0 |
| A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications | Jul 6, 2023 | Privacy Preserving | CodeCode Available | 0 |
| DPM: Clustering Sensitive Data through Separation | Jul 6, 2023 | ClusteringPrivacy Preserving | CodeCode Available | 0 |
| SoK: Privacy-Preserving Data Synthesis | Jul 5, 2023 | Image GenerationPrivacy Preserving | —Unverified | 0 |
| Personalized Federated Learning via Amortized Bayesian Meta-Learning | Jul 5, 2023 | Federated LearningMeta-Learning | —Unverified | 0 |
| Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning | Jul 4, 2023 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| Federated Ensemble YOLOv5 -- A Better Generalized Object Detection Algorithm | Jun 30, 2023 | AvgEnsemble Learning | —Unverified | 0 |
| Differential Privacy May Have a Potential Optimization Effect on Some Swarm Intelligence Algorithms besides Privacy-preserving | Jun 30, 2023 | Metaheuristic OptimizationPrivacy Preserving | —Unverified | 0 |
| Vision Through the Veil: Differential Privacy in Federated Learning for Medical Image Classification | Jun 30, 2023 | Federated Learningimage-classification | —Unverified | 0 |
| A Network-Constrained Demand Response Game for Procuring Energy Balancing Services | Jun 30, 2023 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| A Survey on Blockchain-Based Federated Learning and Data Privacy | Jun 29, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Long-term Conversation Analysis: Exploring Utility and Privacy | Jun 28, 2023 | Action DetectionActivity Detection | CodeCode Available | 0 |
| Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization | Jun 28, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| NIPD: A Federated Learning Person Detection Benchmark Based on Real-World Non-IID Data | Jun 28, 2023 | Federated LearningHuman Detection | CodeCode Available | 0 |
| On the Usefulness of Synthetic Tabular Data Generation | Jun 27, 2023 | Data AugmentationData Summarization | —Unverified | 0 |
| When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions | Jun 27, 2023 | DiversityFederated Learning | —Unverified | 0 |
| Privacy-Preserving Community Detection for Locally Distributed Multiple Networks | Jun 27, 2023 | ClusteringCommunity Detection | —Unverified | 0 |
| Privacy-Preserved Evolutionary Graph Modeling via Gromov-Wasserstein Autoregression | Jun 26, 2023 | Privacy Preserving | —Unverified | 0 |
| Practical Privacy-Preserving Gaussian Process Regression via Secret Sharing | Jun 26, 2023 | Federated LearningGPR | —Unverified | 0 |
| Video object detection for privacy-preserving patient monitoring in intensive care | Jun 26, 2023 | object-detectionObject Detection | CodeCode Available | 0 |
| Revolutionizing Cyber Threat Detection with Large Language Models: A privacy-preserving BERT-based Lightweight Model for IoT/IIoT Devices | Jun 25, 2023 | CPULanguage Modelling | —Unverified | 0 |
| FedSampling: A Better Sampling Strategy for Federated Learning | Jun 25, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Private Networked Federated Learning for Nonsmooth Objectives | Jun 24, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| MimiC: Combating Client Dropouts in Federated Learning by Mimicking Central Updates | Jun 21, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition | Jun 20, 2023 | Action LocalizationAction Recognition | —Unverified | 0 |
| FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation | Jun 19, 2023 | Action RecognitionFederated Learning | —Unverified | 0 |
| Data-Heterogeneous Hierarchical Federated Learning with Mobility | Jun 19, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels | Jun 19, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Training generative models from privatized data | Jun 15, 2023 | Privacy Preserving | —Unverified | 0 |
| Differentially Private Wireless Federated Learning Using Orthogonal Sequences | Jun 14, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| PLAN: Variance-Aware Private Mean Estimation | Jun 14, 2023 | Privacy Preserving | CodeCode Available | 0 |
| A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy | Jun 14, 2023 | Node ClassificationPrivacy Preserving | —Unverified | 0 |
| Temporal Gradient Inversion Attacks with Robust Optimization | Jun 13, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Safeguarding Data in Multimodal AI: A Differentially Private Approach to CLIP Training | Jun 13, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Privacy Preserving Bayesian Federated Learning in Heterogeneous Settings | Jun 13, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| AnoFel: Supporting Anonymity for Privacy-Preserving Federated Learning | Jun 12, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Efficient Skip Connections Realization for Secure Inference on Encrypted Data | Jun 11, 2023 | Privacy Preserving | —Unverified | 0 |
| Personalized Graph Federated Learning with Differential Privacy | Jun 10, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| DP-HyPO: An Adaptive Private Hyperparameter Optimization Framework | Jun 9, 2023 | Hyperparameter OptimizationPrivacy Preserving | —Unverified | 0 |
| FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users | Jun 8, 2023 | Data PoisoningFederated Learning | —Unverified | 0 |
| PriSampler: Mitigating Property Inference of Diffusion Models | Jun 8, 2023 | Privacy Preserving | —Unverified | 0 |
| Improving Fairness and Robustness in End-to-End Speech Recognition through unsupervised clustering | Jun 6, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Event Encryption: Rethinking Privacy Exposure for Neuromorphic Imaging | Jun 6, 2023 | Privacy Preserving | —Unverified | 0 |
| Human-imperceptible, Machine-recognizable Images | Jun 6, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Jammer classification with Federated Learning | Jun 5, 2023 | ClassificationFederated Learning | —Unverified | 0 |