| SPEFL: Efficient Security and Privacy Enhanced Federated Learning Against Poisoning Attacks | Jan 1, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy Preserving Localization via Coordinate Permutations | Jan 1, 2023 | Image-Based LocalizationPose Estimation | —Unverified | 0 |
| PIRNet: Privacy-Preserving Image Restoration Network via Wavelet Lifting | Jan 1, 2023 | DeblurringDenoising | —Unverified | 0 |
| Global Balanced Experts for Federated Long-Tailed Learning | Jan 1, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Federated Domain Generalization With Generalization Adjustment | Jan 1, 2023 | Domain GeneralizationFairness | CodeCode Available | 1 |
| Rethinking Federated Learning With Domain Shift: A Prototype View | Jan 1, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Private Image Generation With Dual-Purpose Auxiliary Classifier | Jan 1, 2023 | Image GenerationPrivacy Preserving | —Unverified | 0 |
| Elastic Aggregation for Federated Optimization | Jan 1, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Paired-Point Lifting for Enhanced Privacy-Preserving Visual Localization | Jan 1, 2023 | feature selectionPrivacy Preserving | CodeCode Available | 0 |
| FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation | Jan 1, 2023 | Contrastive LearningFederated Learning | —Unverified | 0 |
| DartBlur: Privacy Preservation With Detection Artifact Suppression | Jan 1, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Representations Are Not Enough: Recovering Scene Content From Camera Poses | Jan 1, 2023 | Privacy PreservingVisual Localization | CodeCode Available | 0 |
| SegLoc: Learning Segmentation-Based Representations for Privacy-Preserving Visual Localization | Jan 1, 2023 | Image SegmentationPose Estimation | —Unverified | 0 |
| Encrypted Data-driven Predictive Cloud Control with Disturbance Observer | Jan 1, 2023 | Privacy Preserving | —Unverified | 0 |
| Assessment of creditworthiness models privacy-preserving training with synthetic data | Dec 31, 2022 | Privacy Preserving | —Unverified | 0 |
| DensePose From WiFi | Dec 31, 2022 | 3D Human Pose EstimationBody Detection | CodeCode Available | 2 |
| PRISM: Privacy Preserving Healthcare Internet of Things Security Management | Dec 27, 2022 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks | Dec 23, 2022 | Anomaly DetectionPrivacy Preserving | CodeCode Available | 1 |
| Secure and Privacy Preserving Proxy Biometrics Identities | Dec 21, 2022 | DiversityPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Domain Adaptation of Semantic Parsers | Dec 20, 2022 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| Plankton-FL: Exploration of Federated Learning for Privacy-Preserving Training of Deep Neural Networks for Phytoplankton Classification | Dec 18, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Planting and Mitigating Memorized Content in Predictive-Text Language Models | Dec 16, 2022 | L2 RegularizationMemorization | CodeCode Available | 0 |
| Mobile Augmented Reality with Federated Learning in the Metaverse | Dec 16, 2022 | Federated Learningobject-detection | —Unverified | 0 |
| Swing Distillation: A Privacy-Preserving Knowledge Distillation Framework | Dec 16, 2022 | Knowledge DistillationModel Compression | —Unverified | 0 |
| Position: Considerations for Differentially Private Learning with Large-Scale Public Pretraining | Dec 13, 2022 | PositionPrivacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Collaborative Learning through Feature Extraction | Dec 13, 2022 | Fraud DetectionInference Attack | —Unverified | 0 |
| Federated Few-Shot Learning for Mobile NLP | Dec 12, 2022 | Few-Shot LearningPrivacy Preserving | CodeCode Available | 1 |
| Vicious Classifiers: Assessing Inference-time Data Reconstruction Risk in Edge Computing | Dec 8, 2022 | Edge-computingPrivacy Preserving | CodeCode Available | 0 |
| Towards Fleet-wide Sharing of Wind Turbine Condition Information through Privacy-preserving Federated Learning | Dec 7, 2022 | Fault DetectionFederated Learning | —Unverified | 0 |
| Memorization of Named Entities in Fine-tuned BERT Models | Dec 7, 2022 | MemorizationPrivacy Preserving | CodeCode Available | 0 |
| Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning | Dec 6, 2022 | Data PoisoningMachine Unlearning | —Unverified | 0 |
| Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration | Dec 6, 2022 | Privacy Preserving | —Unverified | 0 |
| HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation | Dec 5, 2022 | DiversityFederated Learning | —Unverified | 0 |
| Privacy-Preserving Visual Localization with Event Cameras | Dec 4, 2022 | Image-Based LocalizationPrivacy Preserving | CodeCode Available | 1 |
| PiPar: Pipeline Parallelism for Collaborative Machine Learning | Dec 1, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems | Dec 1, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| On-device Training: A First Overview on Existing Systems | Dec 1, 2022 | Privacy Preserving | —Unverified | 0 |
| Differentially-Private Data Synthetisation for Efficient Re-Identification Risk Control | Dec 1, 2022 | Privacy PreservingSynthetic Data Generation | CodeCode Available | 0 |
| Differentially Private Learning with Per-Sample Adaptive Clipping | Dec 1, 2022 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Federated Deep Clustering based on GAN | Nov 30, 2022 | ClusteringDeep Clustering | —Unverified | 0 |
| Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation | Nov 24, 2022 | FairnessFraud Detection | CodeCode Available | 2 |
| A Privacy-Preserving Outsourced Data Model in Cloud Environment | Nov 24, 2022 | Cloud ComputingFraud Detection | —Unverified | 0 |
| Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels | Nov 24, 2022 | Federated LearningMedical Diagnosis | CodeCode Available | 0 |
| Private Multi-Winner Voting for Machine Learning | Nov 23, 2022 | Multi-Label LearningPrivacy Preserving | —Unverified | 0 |
| Vertical Federated Learning: Concepts, Advances and Challenges | Nov 23, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Private Ad Modeling with DP-SGD | Nov 21, 2022 | Privacy Preserving | —Unverified | 0 |
| Federated deep transfer learning for EEG decoding using multiple BCI tasks | Nov 20, 2022 | DecoderEEG | —Unverified | 0 |
| Scalable Collaborative Learning via Representation Sharing | Nov 20, 2022 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| Personalized Federated Learning with Hidden Information on Personalized Prior | Nov 19, 2022 | ClassificationFederated Learning | —Unverified | 0 |
| A privacy-preserving data storage and service framework based on deep learning and blockchain for construction workers' wearable IoT sensors | Nov 19, 2022 | Generative Adversarial NetworkPrivacy Preserving | —Unverified | 0 |