| Towards federated multivariate statistical process control (FedMSPC) | Nov 3, 2022 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework | Nov 3, 2022 | Drift DetectionPrivacy Preserving | —Unverified | 0 |
| FedTP: Federated Learning by Transformer Personalization | Nov 3, 2022 | Federated LearningPersonalized Federated Learning | CodeCode Available | 1 |
| Revisiting Hyperparameter Tuning with Differential Privacy | Nov 3, 2022 | Privacy Preserving | —Unverified | 0 |
| Wind Power Forecasting Considering Data Privacy Protection: A Federated Deep Reinforcement Learning Approach | Nov 2, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Privacy-preserving Non-negative Matrix Factorization with Outliers | Nov 2, 2022 | Privacy Preserving | CodeCode Available | 0 |
| No-audio speaking status detection in crowded settings via visual pose-based filtering and wearable acceleration | Nov 1, 2022 | Action RecognitionPrivacy Preserving | —Unverified | 0 |
| A Federated Learning Scheme for Neuro-developmental Disorders: Multi-Aspect ASD Detection | Oct 31, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedMint: Intelligent Bilateral Client Selection in Federated Learning with Newcomer IoT Devices | Oct 31, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| VertiBayes: Learning Bayesian network parameters from vertically partitioned data with missing values | Oct 31, 2022 | Federated LearningMissing Values | CodeCode Available | 0 |
| SoK: Modeling Explainability in Security Analytics for Interpretability, Trustworthiness, and Usability | Oct 31, 2022 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Differentially Private CutMix for Split Learning with Vision Transformer | Oct 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Dynamic Event-Triggered Discrete-Time Linear Time-Varying System with Privacy-Preservation | Oct 28, 2022 | Privacy Preserving | —Unverified | 0 |
| Private and Reliable Neural Network Inference | Oct 27, 2022 | FairnessPrivacy Preserving | CodeCode Available | 1 |
| Privacy-preserving Automatic Speaker Diarization | Oct 26, 2022 | Privacy Preservingspeaker-diarization | —Unverified | 0 |
| NVIDIA FLARE: Federated Learning from Simulation to Real-World | Oct 24, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 2 |
| Boomerang: Local sampling on image manifolds using diffusion models | Oct 21, 2022 | Data AugmentationImage Enhancement | —Unverified | 0 |
| Privacy-Preserved Neural Graph Similarity Learning | Oct 21, 2022 | Graph MatchingGraph Similarity | CodeCode Available | 0 |
| Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario | Oct 20, 2022 | Data PoisoningFederated Learning | —Unverified | 0 |
| Learning-Augmented Private Algorithms for Multiple Quantile Release | Oct 20, 2022 | Privacy Preserving | CodeCode Available | 0 |
| DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling | Oct 18, 2022 | Feature EngineeringPrivacy Preserving | —Unverified | 0 |
| Protecting Split Learning by Potential Energy Loss | Oct 18, 2022 | ClusteringPrivacy Preserving | —Unverified | 0 |
| Review Learning: Alleviating Catastrophic Forgetting with Generative Replay without Generator | Oct 17, 2022 | Binary ClassificationContinual Learning | —Unverified | 0 |
| Federated Learning with Privacy-Preserving Ensemble Attention Distillation | Oct 16, 2022 | Federated Learningimage-classification | —Unverified | 0 |
| Privacy-Preserving and Lossless Distributed Estimation of High-Dimensional Generalized Additive Mixed Models | Oct 14, 2022 | feature selectionPrivacy Preserving | CodeCode Available | 0 |
