| Human-Imitating Metrics for Training and Evaluating Privacy Preserving Emotion Recognition Models Using Sociolinguistic Knowledge | Apr 18, 2021 | Cross-corpusEmotion Recognition | —Unverified | 0 |
| FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks | Apr 18, 2021 | BenchmarkingFederated Learning | CodeCode Available | 0 |
| Risk score learning for COVID-19 contact tracing apps | Apr 17, 2021 | Privacy Preserving | CodeCode Available | 1 |
| FedCom: A Byzantine-Robust Local Model Aggregation Rule Using Data Commitment for Federated Learning | Apr 16, 2021 | Data PoisoningFederated Learning | —Unverified | 0 |
| See through Gradients: Image Batch Recovery via GradInversion | Apr 15, 2021 | Federated LearningInference Attack | —Unverified | 0 |
| Natural Language Understanding with Privacy-Preserving BERT | Apr 15, 2021 | Language ModellingNatural Language Understanding | —Unverified | 0 |
| The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector | Apr 14, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Towards Causal Federated Learning For Enhanced Robustness and Privacy | Apr 14, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Supervisory Control of Discrete-Event Systems via Co-Synthesis of Edit Function and Supervisor for Opacity Enforcement and Requirement Satisfaction | Apr 9, 2021 | Privacy Preserving | —Unverified | 0 |
| PrivateSNN: Privacy-Preserving Spiking Neural Networks | Apr 7, 2021 | Privacy Preserving | —Unverified | 0 |
| TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption | Apr 7, 2021 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 2 |
| Rejoinder: Gaussian Differential Privacy | Apr 5, 2021 | Privacy Preserving | —Unverified | 0 |
| Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics | Apr 5, 2021 | Privacy Preserving | CodeCode Available | 0 |
| Personalized Speech Enhancement through Self-Supervised Data Augmentation and Purification | Apr 5, 2021 | Data AugmentationDenoising | —Unverified | 0 |
| Knowledge Distillation For Wireless Edge Learning | Apr 3, 2021 | Cloud ComputingFederated Learning | CodeCode Available | 0 |
| Generation of Gradient-Preserving Images allowing HOG Feature Extraction | Apr 3, 2021 | BIG-bench Machine LearningFace Recognition | —Unverified | 0 |
| Fast-adapting and Privacy-preserving Federated Recommender System | Apr 2, 2021 | Federated LearningMeta-Learning | —Unverified | 0 |
| PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification | Apr 2, 2021 | Generative Adversarial NetworkKeyword Spotting | —Unverified | 0 |
| Configurable Privacy-Preserving Automatic Speech Recognition | Apr 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| MOAI: A methodology for evaluating the impact of indoor airflow in the transmission of COVID-19 | Mar 31, 2021 | EpidemiologyPrivacy Preserving | —Unverified | 0 |
| Privacy and Trust Redefined in Federated Machine Learning | Mar 29, 2021 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
| Vulnerability Due to Training Order in Split Learning | Mar 26, 2021 | Privacy Preserving | —Unverified | 0 |
| A privacy-preserving distributed computational approach for distributed locational marginal prices | Mar 25, 2021 | ManagementPrivacy Preserving | —Unverified | 0 |
| Differentially Private Normalizing Flows for Privacy-Preserving Density Estimation | Mar 25, 2021 | Anomaly DetectionDensity Estimation | —Unverified | 0 |
| A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning | Mar 22, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation | Mar 20, 2021 | Dimensionality ReductionNavigate | CodeCode Available | 1 |
| Privacy-Aware Load Ensemble Control: A Linearly-Solvable MDP Approach | Mar 19, 2021 | Privacy Preserving | —Unverified | 0 |
| Sample-based Federated Learning via Mini-batch SSCA | Mar 17, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Encrypted Linear Contextual Bandit | Mar 17, 2021 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| SoK: Privacy-Preserving Collaborative Tree-based Model Learning | Mar 16, 2021 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| No Intruder, no Validity: Evaluation Criteria for Privacy-Preserving Text Anonymization | Mar 16, 2021 | AttributePrivacy Preserving | —Unverified | 0 |
| Privacy Regularization: Joint Privacy-Utility Optimization in Language Models | Mar 12, 2021 | MemorizationPrivacy Preserving | —Unverified | 0 |
| Privacy-preserving Object Detection | Mar 11, 2021 | Objectobject-detection | —Unverified | 0 |
| Quantum machine learning with differential privacy | Mar 10, 2021 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| How Privacy-Preserving are Line Clouds? Recovering Scene Details from 3D Lines | Mar 8, 2021 | Camera Pose EstimationPose Estimation | CodeCode Available | 1 |
| FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation | Mar 5, 2021 | AnatomyAnomaly Detection | —Unverified | 0 |
| FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data | Mar 5, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization | Mar 2, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Practical Privacy Filters and Odometers with Rényi Differential Privacy and Applications to Differentially Private Deep Learning | Mar 2, 2021 | Privacy PreservingPrivacy Preserving Deep Learning | CodeCode Available | 0 |
| FedPower: Privacy-Preserving Distributed Eigenspace Estimation | Mar 1, 2021 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Blockchain-Based Federated Learning in Mobile Edge Networks with Application in Internet of Vehicles | Mar 1, 2021 | Edge-computingFederated Learning | —Unverified | 0 |
| Towards Personalized Federated Learning | Mar 1, 2021 | BenchmarkingFederated Learning | —Unverified | 0 |
| Federated Learning without Revealing the Decision Boundaries | Mar 1, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Constrained Differentially Private Federated Learning for Low-bandwidth Devices | Feb 27, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| SAED: Edge-Based Intelligence for Privacy-Preserving Enterprise Search on the Cloud | Feb 26, 2021 | Privacy Preserving | CodeCode Available | 0 |
| Secure Evaluation of Knowledge Graph Merging Gain | Feb 26, 2021 | Knowledge GraphsPrivacy Preserving | CodeCode Available | 0 |
| No-Regret Algorithms for Private Gaussian Process Bandit Optimization | Feb 24, 2021 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Oriole: Thwarting Privacy against Trustworthy Deep Learning Models | Feb 23, 2021 | Data PoisoningDeep Learning | —Unverified | 0 |
| Federated Learning for Physical Layer Design | Feb 23, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| When Crowdsensing Meets Federated Learning: Privacy-Preserving Mobile Crowdsensing System | Feb 20, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |