| PrivateRec: Differentially Private Training and Serving for Federated News Recommendation | Apr 18, 2022 | Federated LearningNews Recommendation | —Unverified | 0 |
| Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case | Apr 16, 2022 | Adversarial AttackFederated Learning | —Unverified | 0 |
| Privacy-Preserving Image Classification Using Isotropic Network | Apr 16, 2022 | Classificationimage-classification | —Unverified | 0 |
| Automated speech tools for helping communities process restricted-access corpora for language revival efforts | Apr 15, 2022 | Action DetectionActivity Detection | —Unverified | 0 |
| Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation | Apr 14, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning | Apr 12, 2022 | Activity RecognitionDomain Adaptation | CodeCode Available | 2 |
| Scalable privacy-preserving cancer type prediction with homomorphic encryption | Apr 12, 2022 | Decision Makingfeature selection | —Unverified | 0 |
| SoK: Privacy Preserving Machine Learning using Functional Encryption: Opportunities and Challenges | Apr 11, 2022 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles | Apr 11, 2022 | FairnessPrivacy Preserving | —Unverified | 0 |
| FedCorr: Multi-Stage Federated Learning for Label Noise Correction | Apr 10, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression | Apr 8, 2022 | Activity RecognitionCloud Computing | —Unverified | 0 |
| Privacy-Preserving Federated Learning via System Immersion and Random Matrix Encryption | Apr 5, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Production of Categorical Data Verifying Differential Privacy: Conception and Applications to Machine Learning | Apr 2, 2022 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Studying the Impact of Data Disclosure Mechanism in Recommender Systems via Simulation | Apr 1, 2022 | Decision MakingFederated Learning | —Unverified | 0 |
| CTAB-GAN+: Enhancing Tabular Data Synthesis | Apr 1, 2022 | Privacy Preserving | CodeCode Available | 1 |
| Accelerating Federated Edge Learning via Topology Optimization | Apr 1, 2022 | 3D Object DetectionDecision Making | —Unverified | 0 |
| Wi-Fi and Bluetooth Contact Tracing Without User Intervention | Mar 31, 2022 | Privacy Preserving | —Unverified | 0 |
| Rethinking Portrait Matting with Privacy Preserving | Mar 31, 2022 | Domain GeneralizationImage Matting | CodeCode Available | 1 |
| Decentralized Collaborative Learning Framework for Next POI Recommendation | Mar 30, 2022 | Privacy Preserving | —Unverified | 0 |
| Designing a Transactive Electric Vehicle Agent with Customer's Participation Preference | Mar 30, 2022 | Privacy Preserving | —Unverified | 0 |
| Neural Inertial Localization | Mar 29, 2022 | Indoor LocalizationPrivacy Preserving | CodeCode Available | 1 |
| Towards Everyday Virtual Reality through Eye Tracking | Mar 29, 2022 | Privacy Preserving | —Unverified | 0 |
| FedVLN: Privacy-preserving Federated Vision-and-Language Navigation | Mar 28, 2022 | Privacy PreservingVision and Language Navigation | CodeCode Available | 1 |
| A Speech Representation Anonymization Framework via Selective Noise Perturbation | Mar 26, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Mobile Wireless Rechargeable UAV Networks: Challenges and Solutions | Mar 24, 2022 | energy tradingPrivacy Preserving | —Unverified | 0 |
