| Federated Learning: Challenges, Methods, and Future Directions | Aug 21, 2019 | BIG-bench Machine LearningDistributed Optimization | CodeCode Available | 0 |
| AdaCliP: Adaptive Clipping for Private SGD | Aug 20, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| PrivFT: Private and Fast Text Classification with Homomorphic Encryption | Aug 19, 2019 | ClassificationCPU | —Unverified | 0 |
| Distilling On-Device Intelligence at the Network Edge | Aug 16, 2019 | Privacy Preserving | —Unverified | 0 |
| Aggregating Votes with Local Differential Privacy: Usefulness, Soundness vs. Indistinguishability | Aug 14, 2019 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Emotionless: Privacy-Preserving Speech Analysis for Voice Assistants | Aug 9, 2019 | Emotion RecognitionPrivacy Preserving | CodeCode Available | 1 |
| Local Differential Privacy for Deep Learning | Aug 8, 2019 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| Adversarial Test on Learnable Image Encryption | Jul 31, 2019 | Adversarial RobustnessPrivacy Preserving | —Unverified | 0 |
| Federated Learning for Wireless Communications: Motivation, Opportunities and Challenges | Jul 30, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation | Jul 30, 2019 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
