| Elastic Aggregation for Federated Optimization | Jan 1, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Encrypted Data-driven Predictive Cloud Control with Disturbance Observer | Jan 1, 2023 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Representations Are Not Enough: Recovering Scene Content From Camera Poses | Jan 1, 2023 | Privacy PreservingVisual Localization | CodeCode Available | 0 |
| Assessment of creditworthiness models privacy-preserving training with synthetic data | Dec 31, 2022 | Privacy Preserving | —Unverified | 0 |
| PRISM: Privacy Preserving Healthcare Internet of Things Security Management | Dec 27, 2022 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| 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 |
| Swing Distillation: A Privacy-Preserving Knowledge Distillation Framework | Dec 16, 2022 | Knowledge DistillationModel Compression | —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 |
| Privacy-Preserving Collaborative Learning through Feature Extraction | Dec 13, 2022 | Fraud DetectionInference Attack | —Unverified | 0 |
| 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 |
| Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration | Dec 6, 2022 | Privacy Preserving | —Unverified | 0 |
| Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning | Dec 6, 2022 | Data PoisoningMachine Unlearning | —Unverified | 0 |
| HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation | Dec 5, 2022 | DiversityFederated Learning | —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 |
| 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 |
| Privacy-Preserving Federated Deep Clustering based on GAN | Nov 30, 2022 | ClusteringDeep Clustering | —Unverified | 0 |
| A Privacy-Preserving Outsourced Data Model in Cloud Environment | Nov 24, 2022 | Cloud ComputingFraud Detection | —Unverified | 0 |