| A Survey on Blockchain-Based Federated Learning and Data Privacy | Jun 29, 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 |
| Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization | Jun 28, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Long-term Conversation Analysis: Exploring Utility and Privacy | Jun 28, 2023 | Action DetectionActivity Detection | CodeCode Available | 0 |
| On the Usefulness of Synthetic Tabular Data Generation | Jun 27, 2023 | Data AugmentationData Summarization | —Unverified | 0 |
| Privacy-Preserving Community Detection for Locally Distributed Multiple Networks | Jun 27, 2023 | ClusteringCommunity Detection | —Unverified | 0 |
| When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions | Jun 27, 2023 | DiversityFederated Learning | —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 |
| FedSampling: A Better Sampling Strategy for Federated Learning | Jun 25, 2023 | Federated LearningPrivacy Preserving | —Unverified | 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 |
| 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 |
| Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels | Jun 19, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Data-Heterogeneous Hierarchical Federated Learning with Mobility | Jun 19, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation | Jun 19, 2023 | Action RecognitionFederated Learning | —Unverified | 0 |
| Training generative models from privatized data | Jun 15, 2023 | Privacy Preserving | —Unverified | 0 |
| PLAN: Variance-Aware Private Mean Estimation | Jun 14, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Differentially Private Wireless Federated Learning Using Orthogonal Sequences | Jun 14, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| MMASD: A Multimodal Dataset for Autism Intervention Analysis | Jun 14, 2023 | Action Quality AssessmentOptical Flow Estimation | CodeCode Available | 1 |
| A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy | Jun 14, 2023 | Node ClassificationPrivacy 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 |
| Temporal Gradient Inversion Attacks with Robust Optimization | 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 |
| Does Image Anonymization Impact Computer Vision Training? | Jun 8, 2023 | Face AnonymizationInstance Segmentation | CodeCode Available | 2 |
| 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 |
| Towards Fairness in Personalized Ads Using Impression Variance Aware Reinforcement Learning | Jun 5, 2023 | FairnessPrivacy Preserving | —Unverified | 0 |
| A Privacy-Preserving Federated Learning Approach for Kernel methods | Jun 5, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Integrated Sensing, Computation, and Communication for UAV-assisted Federated Edge Learning | Jun 5, 2023 | PositionPrivacy Preserving | —Unverified | 0 |
| Jammer classification with Federated Learning | Jun 5, 2023 | ClassificationFederated Learning | —Unverified | 0 |
| Over-the-Air Federated Learning In Broadband Communication | Jun 3, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving by Design: Indoor Positioning System Using Wi-Fi Passive TDOA | Jun 3, 2023 | Indoor LocalizationPrivacy Preserving | —Unverified | 0 |
| Non-uniform Speaker Disentanglement For Depression Detection From Raw Speech Signals | Jun 2, 2023 | Depression DetectionDisentanglement | CodeCode Available | 1 |
| A FAIR platform for reproducing mutational signature detection on tumor sequencing data | Jun 2, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting | Jun 2, 2023 | Anomaly DetectionData Augmentation | —Unverified | 0 |
| Privacy-Preserving Remote Heart Rate Estimation from Facial Videos | Jun 1, 2023 | Heart rate estimationPrivacy Preserving | —Unverified | 0 |
| Federated Graph Learning for Low Probability of Detection in Wireless Ad-Hoc Networks | Jun 1, 2023 | Graph LearningPrivacy Preserving | —Unverified | 0 |
| CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning | Jun 1, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Bytes Are All You Need: Transformers Operating Directly On File Bytes | May 31, 2023 | AllAudio Classification | —Unverified | 0 |
| Centralised rehearsal of decentralised cooperation: Multi-agent reinforcement learning for the scalable coordination of residential energy flexibility | May 30, 2023 | Multi-agent Reinforcement LearningPrivacy Preserving | —Unverified | 0 |