| 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 |
| Adversarial Privacy Preserving Graph Embedding against Inference Attack | Aug 30, 2020 | Graph EmbeddingInference Attack | CodeCode Available | 1 |
| Deconvoluting Kernel Density Estimation and Regression for Locally Differentially Private Data | Aug 28, 2020 | Density EstimationPrivacy Preserving | —Unverified | 0 |
| Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration | Aug 28, 2020 | Privacy Preserving | CodeCode Available | 1 |
| 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 |
| Performance Optimization for Federated Person Re-identification via Benchmark Analysis | Aug 26, 2020 | Federated LearningKnowledge Distillation | CodeCode Available | 1 |
| 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 |
| Efficient Private Machine Learning by Differentiable Random Transformations | Aug 18, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-preserving feature selection: A survey and proposing a new set of protocols | Aug 17, 2020 | feature selectionPrivacy Preserving | —Unverified | 0 |
| FLBench: A Benchmark Suite for Federated Learning | Aug 17, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Privacy-Preserving Distributed Learning Framework for 6G Telecom Ecosystems | Aug 17, 2020 | ManagementPrivacy Preserving | —Unverified | 0 |
| Differentially Private Multi-Agent Planning for Logistic-like Problems | Aug 16, 2020 | Privacy Preserving | —Unverified | 0 |
| Privacy Preserving Vertical Federated Learning for Tree-based Models | Aug 14, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning | Aug 14, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces | Aug 14, 2020 | AllAutomatic Speech Recognition | —Unverified | 0 |
| Few shot clustering for indoor occupancy detection with extremely low-quality images from battery free cameras | Aug 13, 2020 | ClusteringFew-Shot Learning | CodeCode Available | 0 |