| Masked LARk: Masked Learning, Aggregation and Reporting worKflow | Oct 27, 2021 | Privacy Preserving | CodeCode Available | 1 |
| Locally Differentially Private Bayesian Inference | Oct 27, 2021 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| FedPrune: Towards Inclusive Federated Learning | Oct 27, 2021 | FairnessFederated Learning | —Unverified | 0 |
| DPCOVID: Privacy-Preserving Federated Covid-19 Detection | Oct 26, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| MarS-FL: Enabling Competitors to Collaborate in Federated Learning | Oct 26, 2021 | Decision MakingFederated Learning | —Unverified | 0 |
| Decentralized Multi-Target Cross-Domain Recommendation for Multi-Organization Collaborations | Oct 26, 2021 | Multi-Domain Recommender SystemsPrivacy Preserving | CodeCode Available | 0 |
| EDLaaS: Fully Homomorphic Encryption Over Neural Network Graphs for Vision and Private Strawberry Yield Forecasting | Oct 26, 2021 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| PRECAD: Privacy-Preserving and Robust Federated Learning via Crypto-Aided Differential Privacy | Oct 22, 2021 | Federated LearningModel Poisoning | —Unverified | 0 |
| Tackling the Local Bias in Federated Graph Learning | Oct 22, 2021 | Federated LearningGraph Learning | —Unverified | 0 |
| DistFL: Distribution-aware Federated Learning for Mobile Scenarios | Oct 22, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| ML with HE: Privacy Preserving Machine Learning Inferences for Genome Studies | Oct 21, 2021 | BIG-bench Machine LearningCloud Computing | CodeCode Available | 0 |
| SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree | Oct 21, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy in Open Search: A Review of Challenges and Solutions | Oct 20, 2021 | Information RetrievalPrivacy Preserving | —Unverified | 0 |
| Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences | Oct 20, 2021 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching | Oct 20, 2021 | Edge-computingFederated Learning | —Unverified | 0 |
| FedParking: A Federated Learning based Parking Space Estimation with Parked Vehicle assisted Edge Computing | Oct 19, 2021 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Locally Differentially Private Reinforcement Learning for Linear Mixture Markov Decision Processes | Oct 19, 2021 | Privacy Preservingreinforcement-learning | —Unverified | 0 |
| A Federated Approach to Predict Emojis in Hindi Tweets | Oct 16, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models | Oct 16, 2021 | ClassificationDomain Generalization | CodeCode Available | 1 |
| Noise-Augmented Privacy-Preserving Empirical Risk Minimization with Dual-purpose Regularizer and Privacy Budget Retrieval and Recycling | Oct 16, 2021 | Privacy PreservingRetrieval | —Unverified | 0 |
| Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing | Oct 16, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture | Oct 15, 2021 | Privacy Preserving | —Unverified | 0 |
| Efficient privacy-preserving inference for convolutional neural networks | Oct 15, 2021 | Privacy Preserving | —Unverified | 0 |
| Occupancy Estimation from Thermal Images | Oct 15, 2021 | Privacy Preserving | —Unverified | 0 |
| FedSEAL: Semi-Supervised Federated Learning with Self-Ensemble Learning and Negative Learning | Oct 15, 2021 | Ensemble LearningFederated Learning | —Unverified | 0 |
