| 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 |
| Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces | Aug 14, 2020 | AllAutomatic Speech Recognition | —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 |
| 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 |
| Image Transformation Network for Privacy-Preserving Deep Neural Networks and Its Security Evaluation | Aug 7, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving on-device speaker verification using federated learning with privacy | Aug 6, 2020 | Federated LearningMulti-Task Learning | —Unverified | 0 |
| Privacy Preserving Structure-from-Motion | Aug 1, 2020 | Camera Pose EstimationImage-Based Localization | —Unverified | 0 |
| DataMix: Efficient Privacy-Preserving Edge-Cloud Inference | Aug 1, 2020 | Privacy Preservingspeech-recognition | —Unverified | 0 |
| Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies | Jul 30, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-preserving Voice Analysis via Disentangled Representations | Jul 29, 2020 | AttributePrivacy Preserving | —Unverified | 0 |
| Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems | Jul 28, 2020 | Edge-computingFederated Learning | —Unverified | 0 |
| Evaluation of Federated Learning in Phishing Email Detection | Jul 27, 2020 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Adversarial Privacy-preserving Filter | Jul 25, 2020 | Adversarial AttackFace Recognition | CodeCode Available | 0 |
| MPC-enabled Privacy-Preserving Neural Network Training against Malicious Attack | Jul 24, 2020 | Privacy Preserving | —Unverified | 0 |
| FedCTR: Federated Native Ad CTR Prediction with Multi-Platform User Behavior Data | Jul 23, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 0 |
| Privacy-preserving Artificial Intelligence Techniques in Biomedicine | Jul 22, 2020 | Privacy Preserving | —Unverified | 0 |
| FedOCR: Communication-Efficient Federated Learning for Scene Text Recognition | Jul 22, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning | Jul 21, 2020 | Federated LearningHigh-Level Synthesis | —Unverified | 0 |
| Byzantine-Resilient Secure Federated Learning | Jul 21, 2020 | Federated LearningOutlier Detection | —Unverified | 0 |
| Privacy Preserving Visual SLAM | Jul 20, 2020 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning | Jul 18, 2020 | Deep LearningFairness | —Unverified | 0 |
| Privacy-Preserving Distributed Learning in the Analog Domain | Jul 17, 2020 | Privacy Preserving | —Unverified | 0 |
| Additively Homomorphical Encryption based Deep Neural Network for Asymmetrically Collaborative Machine Learning | Jul 14, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| BUNET: Blind Medical Image Segmentation Based on Secure UNET | Jul 14, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Data science and AI in FinTech: An overview | Jul 10, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Federated Learning of User Authentication Models | Jul 9, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| How low can you go? Privacy-preserving people detection with an omni-directional camera | Jul 9, 2020 | Human DetectionPrivacy Preserving | —Unverified | 0 |
| MPC Protocol for G-module and its Application in Secure Compare and ReLU | Jul 8, 2020 | Privacy PreservingPrivacy Preserving Deep Learning | —Unverified | 0 |
| Epidemic Exposure Notification with Smartwatch: A Proximity-Based Privacy-Preserving Approach | Jul 8, 2020 | Privacy Preserving | —Unverified | 0 |
| BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning | Jul 8, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy Threats Against Federated Matrix Factorization | Jul 3, 2020 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning | Jul 3, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Private Speech Classification with Secure Multiparty Computation | Jul 1, 2020 | Audio ClassificationAudio Signal Processing | —Unverified | 0 |
| On the Impact of Side Information on Smart Meter Privacy-Preserving Methods | Jun 29, 2020 | Privacy Preserving | —Unverified | 0 |
| On the Privacy-Utility Tradeoff in Peer-Review Data Analysis | Jun 29, 2020 | Privacy Preserving | —Unverified | 0 |
| Using Bluetooth Low Energy (BLE) Signal Strength Estimation to Facilitate Contact Tracing for COVID-19 | Jun 28, 2020 | Privacy Preserving | —Unverified | 0 |
| Submodular Combinatorial Information Measures with Applications in Machine Learning | Jun 27, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Security and Privacy Preserving Deep Learning | Jun 23, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative Model | Jun 22, 2020 | Privacy Preserving | CodeCode Available | 0 |
| Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks | Jun 20, 2020 | Privacy PreservingPrivacy Preserving Deep Learning | —Unverified | 0 |
| Visor: Privacy-Preserving Video Analytics as a Cloud Service | Jun 17, 2020 | CPUGPU | —Unverified | 0 |
| Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup | Jun 17, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Adversarial representation learning for private speech generation | Jun 16, 2020 | Privacy PreservingRepresentation Learning | CodeCode Available | 0 |
| Federated Survival Analysis with Discrete-Time Cox Models | Jun 16, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Technology to Help Millions of People: Federated Prediction Model for Stroke Prevention | Jun 15, 2020 | PredictionPrivacy Preserving | —Unverified | 0 |