| Privacy Preserving Image Registration | May 17, 2022 | Affine Image RegistrationCubic splines Image Registration | CodeCode Available | 0 |
| Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging | May 17, 2022 | Federated LearningMedical Image Analysis | CodeCode Available | 1 |
| On the (In)security of Peer-to-Peer Decentralized Machine Learning | May 17, 2022 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
| Providing Location Information at Edge Networks: A Federated Learning-Based Approach | May 17, 2022 | Edge-computingFederated Learning | —Unverified | 0 |
| Collaborative Drug Discovery: Inference-level Data Protection Perspective | May 13, 2022 | Drug DiscoveryPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Distributed Machine Learning Made Faster | May 12, 2022 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference | May 11, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild | May 10, 2022 | Privacy Preserving | CodeCode Available | 0 |
| Bayesian Prior Learning via Neural Networks for Next-item Recommendation | May 10, 2022 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation | May 4, 2022 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| Performance Weighting for Robust Federated Learning Against Corrupted Sources | May 2, 2022 | Federated LearningModel Poisoning | —Unverified | 0 |
| Intrinsic Gradient Compression for Scalable and Efficient Federated Learning | May 1, 2022 | Federated LearningLearning Theory | —Unverified | 0 |
| A New Dimensionality Reduction Method Based on Hensel's Compression for Privacy Protection in Federated Learning | May 1, 2022 | Dimensionality ReductionFederated Learning | —Unverified | 0 |
| Privacy-Preserving Model Upgrades with Bidirectional Compatible Training in Image Retrieval | Apr 29, 2022 | Image RetrievalPrivacy Preserving | CodeCode Available | 1 |
| Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features | Apr 28, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Time-triggered Federated Learning over Wireless Networks | Apr 26, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| PP-MARL: Efficient Privacy-Preserving Multi-Agent Reinforcement Learning for Cooperative Intelligence in Communications | Apr 26, 2022 | Federated LearningManagement | —Unverified | 0 |
| Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System | Apr 24, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Source-Free Domain Adaptation via Distribution Estimation | Apr 24, 2022 | Domain AdaptationPrivacy Preserving | CodeCode Available | 0 |
| Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs | Apr 22, 2022 | Privacy Preserving | —Unverified | 0 |
| Towards Privacy-Preserving Neural Architecture Search | Apr 22, 2022 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Energy-efficient and Privacy-aware Social Distance Monitoring with Low-resolution Infrared Sensors and Adaptive Inference | Apr 22, 2022 | Privacy Preserving | —Unverified | 0 |
| FedCL: Federated Contrastive Learning for Privacy-Preserving Recommendation | Apr 21, 2022 | Contrastive LearningPrivacy Preserving | —Unverified | 0 |
| You Are What You Write: Preserving Privacy in the Era of Large Language Models | Apr 20, 2022 | Privacy PreservingSentiment Analysis | —Unverified | 0 |
| Invertible Mask Network for Face Privacy-Preserving | Apr 19, 2022 | Privacy Preserving | —Unverified | 0 |
