| BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models | Jul 1, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Better Methods and Theory for Federated Learning: Compression, Client Selection and Heterogeneity | Jul 1, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Effect of Homomorphic Encryption on the Performance of Training Federated Learning Generative Adversarial Networks | Jul 1, 2022 | Federated LearningGenerative Adversarial Network | —Unverified | 0 |
| DP^2-NILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring | Jun 30, 2022 | Federated LearningNon-Intrusive Load Monitoring | —Unverified | 0 |
| Privacy-preserving Graph Analytics: Secure Generation and Federated Learning | Jun 30, 2022 | Federated LearningGraph Generation | —Unverified | 0 |
| Privacy-preserving household load forecasting based on non-intrusive load monitoring: A federated deep learning approach | Jun 30, 2022 | Deep LearningFederated Learning | —Unverified | 0 |
| Secure Forward Aggregation for Vertical Federated Neural Networks | Jun 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs | Jun 28, 2022 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification | Jun 28, 2022 | Contrastive LearningFederated Learning | CodeCode Available | 1 |
| Split Two-Tower Model for Efficient and Privacy-Preserving Cross-device Federated Recommendation | Jun 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Deep Optical Coding Design in Computational Imaging | Jun 27, 2022 | 3D Object RecognitionDecoder | —Unverified | 0 |
| Differentially Private Federated Combinatorial Bandits with Constraints | Jun 27, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| TEVR: Improving Speech Recognition by Token Entropy Variance Reduction | Jun 25, 2022 | Automatic Speech Recognition (ASR)Language Modeling | CodeCode Available | 2 |
| FLVoogd: Robust And Privacy Preserving Federated Learning | Jun 24, 2022 | Federated Learningimage-classification | —Unverified | 0 |
| zPROBE: Zero Peek Robustness Checks for Federated Learning | Jun 24, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Efficient Adaptive Federated Optimization of Federated Learning for IoT | Jun 23, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Towards End-to-End Private Automatic Speaker Recognition | Jun 23, 2022 | Privacy PreservingSpeaker Recognition | —Unverified | 0 |
| LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization | Jun 23, 2022 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| sqSGD: Locally Private and Communication Efficient Federated Learning | Jun 21, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| WrapperFL: A Model Agnostic Plug-in for Industrial Federated Learning | Jun 21, 2022 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression | Jun 20, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis | Jun 20, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Secure Embedding Aggregation for Federated Representation Learning | Jun 18, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning | Jun 17, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| CLEAR: A Fully User-side Image Search System | Jun 17, 2022 | Image RetrievalPrivacy Preserving | CodeCode Available | 2 |
