| 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 |
| A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection | Jul 23, 2019 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
| ER-AE: Differentially Private Text Generation for Authorship Anonymization | Jul 20, 2019 | Privacy PreservingText Generation | CodeCode Available | 0 |
| Proof-of-Useful-Work as Dual-Purpose Mechanism for Blockchain and AI: Blockchain Consensus that Enables Privacy Preserving Data Mining | Jul 20, 2019 | Privacy Preserving | —Unverified | 0 |
| Federated Reinforcement Distillation with Proxy Experience Memory | Jul 15, 2019 | Privacy Preservingreinforcement-learning | —Unverified | 0 |
| Privacy-Preserving Classification with Secret Vector Machines | Jul 8, 2019 | ClassificationFederated Learning | CodeCode Available | 0 |
| Protecting Privacy of Users in Brain-Computer Interface Applications | Jul 2, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 |
| DP-LSSGD: A Stochastic Optimization Method to Lift the Utility in Privacy-Preserving ERM | Jun 28, 2019 | Privacy PreservingStochastic Optimization | CodeCode Available | 0 |
| Secure Summation via Subset Sums: A New Primitive for Privacy-Preserving Distributed Machine Learning | Jun 27, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices | Jun 26, 2019 | Edge-computingFederated Learning | —Unverified | 0 |
| Secure Multi-party Computation for Cloud-based Control | Jun 23, 2019 | Privacy Preserving | —Unverified | 0 |
| Privacy Preserving QoE Modeling using Collaborative Learning | Jun 21, 2019 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators | Jun 21, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing | Jun 20, 2019 | Compressive SensingDe-identification | —Unverified | 0 |
| Scalable and Differentially Private Distributed Aggregation in the Shuffled Model | Jun 19, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Novelty Messages Filtering for Multi Agent Privacy-preserving Planning | Jun 18, 2019 | Privacy Preserving | —Unverified | 0 |
