| 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 |
| Key-Nets: Optical Transformation Convolutional Networks for Privacy Preserving Vision Sensors | Aug 11, 2020 | BIG-bench Machine LearningFace Identification | CodeCode Available | 1 |
| 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 |
| Tempered Sigmoid Activations for Deep Learning with Differential Privacy | Jul 28, 2020 | Deep LearningPrivacy Preserving | CodeCode Available | 1 |
| 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 |
| Anonymizing Machine Learning Models | Jul 26, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| 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 |
| FedOCR: Communication-Efficient Federated Learning for Scene Text Recognition | Jul 22, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-preserving Artificial Intelligence Techniques in Biomedicine | Jul 22, 2020 | Privacy Preserving | —Unverified | 0 |
| Byzantine-Resilient Secure Federated Learning | Jul 21, 2020 | Federated LearningOutlier Detection | —Unverified | 0 |
| FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning | Jul 21, 2020 | Federated LearningHigh-Level Synthesis | —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 |
| Human Pose Estimation on Privacy-Preserving Low-Resolution Depth Images | Jul 16, 2020 | 2D Human Pose EstimationPose Estimation | CodeCode Available | 1 |
| BUNET: Blind Medical Image Segmentation Based on Secure UNET | Jul 14, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Additively Homomorphical Encryption based Deep Neural Network for Asymmetrically Collaborative Machine Learning | Jul 14, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Data science and AI in FinTech: An overview | Jul 10, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |