| Suppressing Noise from Built Environment Datasets to Reduce Communication Rounds for Convergence of Federated Learning | Sep 3, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Domain Adaptation from Scratch | Sep 2, 2022 | Active LearningDomain Adaptation | CodeCode Available | 0 |
| Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces | Aug 29, 2022 | AttributeFederated Learning | —Unverified | 0 |
| RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for low latency IoT systems | Aug 27, 2022 | Privacy PreservingReinforcement Learning (RL) | —Unverified | 0 |
| A Federated Learning-enabled Smart Street Light Monitoring Application: Benefits and Future Challenges | Aug 27, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Another Use of SMOTE for Interpretable Data Collaboration Analysis | Aug 26, 2022 | feature selectionPrivacy Preserving | —Unverified | 0 |
| Federated and Privacy-Preserving Learning of Accounting Data in Financial Statement Audits | Aug 26, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedPrompt: Communication-Efficient and Privacy Preserving Prompt Tuning in Federated Learning | Aug 25, 2022 | Backdoor AttackData Poisoning | —Unverified | 0 |
| Bidirectional Contrastive Split Learning for Visual Question Answering | Aug 24, 2022 | Adversarial AttackBackdoor Attack | —Unverified | 0 |
| Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals | Aug 23, 2022 | Decision MakingElectrocardiography (ECG) | —Unverified | 0 |
| Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation | Aug 23, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Decentralized Collaborative Learning with Probabilistic Data Protection | Aug 23, 2022 | DiversityMulti-Task Learning | —Unverified | 0 |
| MUDGUARD: Taming Malicious Majorities in Federated Learning using Privacy-Preserving Byzantine-Robust Clustering | Aug 22, 2022 | ClusteringFederated Learning | —Unverified | 0 |
| Fed-FSNet: Mitigating Non-I.I.D. Federated Learning via Fuzzy Synthesizing Network | Aug 21, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Cluster Based Secure Multi-Party Computation in Federated Learning for Histopathology Images | Aug 21, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Select: A Primitive for Communication- and Memory-Efficient Federated Learning | Aug 19, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| I-GWAS: Privacy-Preserving Interdependent Genome-Wide Association Studies | Aug 17, 2022 | Privacy Preserving | —Unverified | 0 |
| FedMR: Fedreated Learning via Model Recombination | Aug 16, 2022 | Federated Learningmodel | —Unverified | 0 |
| Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks | Aug 15, 2022 | Efficient Neural NetworkManagement | —Unverified | 0 |
| CARMA: Fair and efficient bottleneck congestion management via non-tradable karma credits | Aug 15, 2022 | FairnessManagement | —Unverified | 0 |
| Trustworthy Federated Learning via Blockchain | Aug 13, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Scalable and Sparsity-Aware Privacy-Preserving K-means Clustering with Application to Fraud Detection | Aug 12, 2022 | ClusteringFraud Detection | —Unverified | 0 |
| Privacy-Aware Adversarial Network in Human Mobility Prediction | Aug 9, 2022 | PredictionPrivacy Preserving | —Unverified | 0 |
| Combining Stochastic Defenses to Resist Gradient Inversion: An Ablation Study | Aug 9, 2022 | Federated LearningImage Classification | —Unverified | 0 |
| Privacy-Preserving Image Classification Using ConvMixer with Adaptive Permutation Matrix | Aug 4, 2022 | Classificationimage-classification | —Unverified | 0 |