| 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 |
| 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 |
| CARMA: Fair and efficient bottleneck congestion management via non-tradable karma credits | Aug 15, 2022 | FairnessManagement | —Unverified | 0 |
| Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks | Aug 15, 2022 | Efficient Neural NetworkManagement | —Unverified | 0 |
| Trustworthy Federated Learning via Blockchain | Aug 13, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Practical Vertical Federated Learning with Unsupervised Representation Learning | Aug 13, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| 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 Action Recognition via Motion Difference Quantization | Aug 4, 2022 | Action RecognitionPrivacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Image Classification Using ConvMixer with Adaptive Permutation Matrix | Aug 4, 2022 | Classificationimage-classification | —Unverified | 0 |
| Privacy-Preserving Chaotic Extreme Learning Machine with Fully Homomorphic Encryption | Aug 4, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| How Much Privacy Does Federated Learning with Secure Aggregation Guarantee? | Aug 3, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning | Aug 1, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Dyadic Movement Synchrony Estimation Under Privacy-preserving Conditions | Aug 1, 2022 | Optical Flow EstimationPrivacy Preserving | —Unverified | 0 |
| Pose Uncertainty Aware Movement Synchrony Estimation via Spatial-Temporal Graph Transformer | Aug 1, 2022 | Activity RecognitionContrastive Learning | —Unverified | 0 |
| Efficient Personalized Learning for Wearable Health Applications using HyperDimensional Computing | Aug 1, 2022 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Towards Privacy-Preserving, Real-Time and Lossless Feature Matching | Jul 30, 2022 | Face RecognitionImage Retrieval | CodeCode Available | 1 |
| Coordinating Flexible Ramping Products with Dynamics of the Natural Gas Network | Jul 29, 2022 | Distributed OptimizationPrivacy Preserving | —Unverified | 0 |
| Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning | Jul 28, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| An Encryption Method of ConvMixer Models without Performance Degradation | Jul 25, 2022 | Adversarial DefenseClassification | —Unverified | 0 |
| Mitigating the Performance Sacrifice in DP-Satisfied Federated Settings through Graph Contrastive Learning | Jul 24, 2022 | Contrastive LearningFederated Learning | —Unverified | 0 |
| BPFISH: Blockchain and Privacy-preserving FL Inspired Smart Healthcare | Jul 24, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |