| Majority Vote for Distributed Differentially Private Sign Selection | Sep 8, 2022 | Privacy Preservingregression | —Unverified | 0 |
| Privacy-Preserving Deep Learning Model for Covid-19 Disease Detection | Sep 7, 2022 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| On the utility and protection of optimization with differential privacy and classic regularization techniques | Sep 7, 2022 | Deep LearningL2 Regularization | —Unverified | 0 |
| Orchestrating Collaborative Cybersecurity: A Secure Framework for Distributed Privacy-Preserving Threat Intelligence Sharing | Sep 6, 2022 | Privacy Preserving | —Unverified | 0 |
| Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees | Sep 4, 2022 | AttributeLink Prediction | CodeCode Available | 0 |
| FedAR+: A Federated Learning Approach to Appliance Recognition with Mislabeled Data in Residential Buildings | Sep 3, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| 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 |
| EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing | Aug 31, 2022 | Cloud ComputingContrastive Learning | CodeCode Available | 1 |
| FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs | Aug 29, 2022 | Federated LearningGraph Learning | CodeCode Available | 1 |
| Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces | Aug 29, 2022 | AttributeFederated Learning | —Unverified | 0 |
| A Federated Learning-enabled Smart Street Light Monitoring Application: Benefits and Future Challenges | Aug 27, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for low latency IoT systems | Aug 27, 2022 | Privacy PreservingReinforcement Learning (RL) | —Unverified | 0 |
| Federated and Privacy-Preserving Learning of Accounting Data in Financial Statement Audits | Aug 26, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Another Use of SMOTE for Interpretable Data Collaboration Analysis | Aug 26, 2022 | feature selectionPrivacy Preserving | —Unverified | 0 |
| Towards Federated Learning against Noisy Labels via Local Self-Regularization | Aug 25, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| 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 |
| Decentralized Collaborative Learning with Probabilistic Data Protection | Aug 23, 2022 | DiversityMulti-Task Learning | —Unverified | 0 |
| Joint Privacy Enhancement and Quantization in Federated Learning | Aug 23, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation | Aug 23, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals | Aug 23, 2022 | Decision MakingElectrocardiography (ECG) | —Unverified | 0 |
| DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting | Aug 22, 2022 | Privacy Preserving | CodeCode Available | 1 |
| 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 |
