| 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 |
| S3ML: A Secure Serving System for Machine Learning Inference | Oct 13, 2020 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings | Oct 13, 2020 | FairnessMortality Prediction | —Unverified | 0 |
| Differentially Private Secure Multi-Party Computation for Federated Learning in Financial Applications | Oct 12, 2020 | Federated LearningFraud Detection | —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 |
| 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 |
| Resource-Constrained On-Device Learning by Dynamic Averaging | Sep 25, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Push-sum Average Consensus via State Decomposition | Sep 25, 2020 | Privacy 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 |
| 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 |