| IEEE Big Data Cup 2022: Privacy Preserving Matching of Encrypted Images with Deep Learning | Nov 18, 2022 | Data AugmentationMotion Detection | —Unverified | 0 |
| SFPDML: Securer and Faster Privacy-Preserving Distributed Machine Learning based on MKTFHE | Nov 17, 2022 | Privacy Preservingregression | —Unverified | 0 |
| HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors | Nov 17, 2022 | Activity PredictionActivity Recognition | CodeCode Available | 3 |
| Resource Allocation of Federated Learning for the Metaverse with Mobile Augmented Reality | Nov 16, 2022 | CPUFederated Learning | —Unverified | 0 |
| Adaptive Federated Minimax Optimization with Lower Complexities | Nov 14, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Optimal Privacy Preserving for Federated Learning in Mobile Edge Computing | Nov 14, 2022 | Edge-computingFederated Learning | —Unverified | 0 |
| Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning | Nov 14, 2022 | Feature CorrelationFederated Learning | —Unverified | 0 |
| Learning Phase Mask for Privacy-Preserving Passive Depth Estimation | Nov 13, 2022 | Autonomous NavigationDepth Estimation | —Unverified | 0 |
| Secure and Privacy-Preserving Automated Machine Learning Operations into End-to-End Integrated IoT-Edge-Artificial Intelligence-Blockchain Monitoring System for Diabetes Mellitus Prediction | Nov 13, 2022 | Diabetes Predictionfeature selection | CodeCode Available | 1 |
| Towards Privacy-Aware Causal Structure Learning in Federated Setting | Nov 13, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Modular Clinical Decision Support Networks (MoDN) -- Updatable, Interpretable, and Portable Predictions for Evolving Clinical Environments | Nov 12, 2022 | Privacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Credit Card Fraud Detection using Homomorphic Encryption | Nov 12, 2022 | Fraud DetectionPrivacy Preserving | CodeCode Available | 0 |
| Quantum Split Neural Network Learning using Cross-Channel Pooling | Nov 12, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Machine Learning for Collaborative Data Sharing via Auto-encoder Latent Space Embeddings | Nov 10, 2022 | Privacy PreservingRepresentation Learning | —Unverified | 0 |
| Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search | Nov 9, 2022 | Federated LearningNeural Architecture Search | —Unverified | 0 |
| Privacy Meets Explainability: A Comprehensive Impact Benchmark | Nov 8, 2022 | Explainable Artificial Intelligence (XAI)Privacy Preserving | —Unverified | 0 |
| Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design | Nov 8, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Causal Discovery From Interventions | Nov 7, 2022 | Causal DiscoveryFederated Learning | CodeCode Available | 0 |
| Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation | Nov 7, 2022 | Computed Tomography (CT)Denoising | CodeCode Available | 2 |
| HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaverse | Nov 7, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Anomaly Detection in Stochastic Dynamical Systems: Synthesis of Optimal Gaussian Mechanisms | Nov 7, 2022 | Anomaly DetectionPrivacy Preserving | —Unverified | 0 |
| Scale Invariant Privacy Preserving Video via Wavelet Decomposition | Nov 7, 2022 | AllPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Models for Legal Natural Language Processing | Nov 5, 2022 | Domain AdaptationPrivacy Preserving | CodeCode Available | 0 |
| Privacy-preserving Deep Learning based Record Linkage | Nov 3, 2022 | Data IntegrationDeep Learning | —Unverified | 0 |
| Client Selection in Federated Learning: Principles, Challenges, and Opportunities | Nov 3, 2022 | FairnessFederated Learning | —Unverified | 0 |
| 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 |