| A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric | Oct 22, 2020 | Privacy Preserving | —Unverified | 0 |
| Few-shot Image Recognition with Manifolds | Oct 22, 2020 | Few-Shot LearningPrivacy Preserving | —Unverified | 0 |
| DPD-InfoGAN: Differentially Private Distributed InfoGAN | Oct 22, 2020 | Privacy Preserving | —Unverified | 0 |
| CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU | Oct 22, 2020 | Privacy Preserving | —Unverified | 0 |
| Towards Real-time Drowsiness Detection for Elderly Care | Oct 21, 2020 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Visual Content Tagging using Graph Transformer Networks | Oct 20, 2020 | graph constructionKnowledge Graphs | CodeCode Available | 0 |
| Privacy-Preserving Visual Content Tagging using Graph Transformer Networks | Oct 20, 2020 | graph constructionKnowledge Graphs | CodeCode Available | 0 |
| Monitoring Large Crowds With WiFi: A Privacy-Preserving Approach | Oct 20, 2020 | Privacy Preserving | —Unverified | 0 |
| Sniper GMMs: Structured Gaussian mixtures poison ML on large n small p data with high efficacy | Oct 19, 2020 | BIG-bench Machine LearningData Poisoning | —Unverified | 0 |
| Privacy-preserving Data Sharing on Vertically Partitioned Data | Oct 19, 2020 | Privacy PreservingVariational Inference | —Unverified | 0 |
| PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation | Oct 16, 2020 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Multi-Agent Trust Region Policy Optimization | Oct 15, 2020 | Multi-agent Reinforcement LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Object Detection & Localization Using Distributed Machine Learning: A Case Study of Infant Eyeblink Conditioning | Oct 14, 2020 | BIG-bench Machine Learningobject-detection | CodeCode Available | 0 |
| Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings | Oct 13, 2020 | FairnessMortality Prediction | —Unverified | 0 |
| S3ML: A Secure Serving System for Machine Learning Inference | Oct 13, 2020 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures | Oct 12, 2020 | Privacy PreservingQuery-focused Summarization | —Unverified | 0 |
| Differentially Private Secure Multi-Party Computation for Federated Learning in Financial Applications | Oct 12, 2020 | Federated LearningFraud Detection | —Unverified | 0 |
| Data-driven Regularized Inference Privacy | Oct 10, 2020 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Bias and Variance of Post-processing in Differential Privacy | Oct 9, 2020 | Privacy Preserving | —Unverified | 0 |
| Latent Dirichlet Allocation Model Training with Differential Privacy | Oct 9, 2020 | modelPrivacy Preserving | —Unverified | 0 |
| Differentially Private Deep Learning with Direct Feedback Alignment | Oct 8, 2020 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Correlated Differential Privacy: Feature Selection in Machine Learning | Oct 7, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| PCAL: A Privacy-preserving Intelligent Credit Risk Modeling Framework Based on Adversarial Learning | Oct 6, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Toward Privacy and Utility Preserving Image Representation | Sep 30, 2020 | Face VerificationPrivacy Preserving | —Unverified | 0 |
| Oblivious Sampling Algorithms for Private Data Analysis | Sep 28, 2020 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Dynamic Personalized Pricing with Demand Learning | Sep 27, 2020 | Privacy Preserving | —Unverified | 0 |
| Machine Learning Algorithms for Active Monitoring of High Performance Computing as a Service (HPCaaS) Cloud Environments | Sep 26, 2020 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| Privacy-Preserving Push-sum Average Consensus via State Decomposition | Sep 25, 2020 | Privacy Preserving | —Unverified | 0 |
| Resource-Constrained On-Device Learning by Dynamic Averaging | Sep 25, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-preserving Transfer Learning via Secure Maximum Mean Discrepancy | Sep 24, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning | Sep 23, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Dynamic Fusion based Federated Learning for COVID-19 Detection | Sep 22, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Privacy Preserving K-Means Clustering: A Secure Multi-Party Computation Approach | Sep 22, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Beyond Identity: What Information Is Stored in Biometric Face Templates? | Sep 21, 2020 | AttributeFace Recognition | —Unverified | 0 |
| Epidemic mitigation by statistical inference from contact tracing data | Sep 20, 2020 | Bayesian InferencePrivacy Preserving | —Unverified | 0 |
| Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images | Sep 19, 2020 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Adversarial Robustness through Bias Variance Decomposition: A New Perspective for Federated Learning | Sep 18, 2020 | Adversarial RobustnessFederated Learning | —Unverified | 0 |
| 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 |
| Private Weighted Random Walk Stochastic Gradient Descent | Sep 3, 2020 | Privacy 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 |