| Private Reinforcement Learning with PAC and Regret Guarantees | Sep 18, 2020 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| The Capacity of Multi-user Private Information Retrieval for Computationally Limited Databases | Sep 18, 2020 | Information RetrievalPrivacy Preserving | —Unverified | 0 |
| FedSmart: An Auto Updating Federated Learning Optimization Mechanism | Sep 16, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Differentially Private Language Models Benefit from Public Pre-training | Sep 13, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Privacy-Preserving Dynamic Average Consensus via State Decomposition: Case Study on Multi-Robot Formation Control | Sep 11, 2020 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Machine Learning in Untrusted Clouds Made Simple | Sep 9, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Hybrid Differentially Private Federated Learning on Vertically Partitioned Data | Sep 6, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Blockchain-based Federated Learning for Failure Detection in Industrial IoT | Sep 6, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FLFE: A Communication-Efficient and Privacy-Preserving Federated Feature Engineering Framework | Sep 5, 2020 | Feature EngineeringPrivacy Preserving | —Unverified | 0 |
| ESMFL: Efficient and Secure Models for Federated Learning | Sep 3, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Fairness in the Eyes of the Data: Certifying Machine-Learning Models | Sep 3, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Private Weighted Random Walk Stochastic Gradient Descent | Sep 3, 2020 | Privacy Preserving | —Unverified | 0 |
| Differentially private k-means clustering via exponential mechanism and max cover | Sep 2, 2020 | ClusteringPrivacy Preserving | —Unverified | 0 |
| POSEIDON: Privacy-Preserving Federated Neural Network Learning | Sep 1, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Distributed Zeroth-Order Optimization | Aug 31, 2020 | Privacy Preserving | —Unverified | 0 |
| Deconvoluting Kernel Density Estimation and Regression for Locally Differentially Private Data | Aug 28, 2020 | Density EstimationPrivacy Preserving | —Unverified | 0 |
| Every Query Counts: Analyzing the Privacy Loss of Exploratory Data Analyses | Aug 27, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| GuardNN: Secure Accelerator Architecture for Privacy-Preserving Deep Learning | Aug 26, 2020 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| In-Home Daily-Life Captioning Using Radio Signals | Aug 25, 2020 | Privacy PreservingVideo Captioning | —Unverified | 0 |
| A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations | Aug 25, 2020 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| Precision Health Data: Requirements, Challenges and Existing Techniques for Data Security and Privacy | Aug 24, 2020 | BIG-bench Machine LearningEthics | —Unverified | 0 |
| Multiple Classification with Split Learning | Aug 22, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| An Efficient Privacy-Preserving Multi-Keyword Query Scheme in Location Based Services | Aug 21, 2020 | Privacy Preserving | —Unverified | 0 |
| Privacy Preserving Recalibration under Domain Shift | Aug 21, 2020 | Privacy Preserving | —Unverified | 0 |
| Shared MF: A privacy-preserving recommendation system | Aug 18, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |