| 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 |
