| KAN See Your Face | Nov 27, 2024 | Face RecognitionFace Reconstruction | —Unverified | 0 |
| PRSI: Privacy-Preserving Recommendation Model Based on Vector Splitting and Interactive Protocols | Nov 27, 2024 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Privacy Preserving Federated Unsupervised Domain Adaptation with Application to Age Prediction from DNA Methylation Data | Nov 26, 2024 | Domain AdaptationGaussian Processes | CodeCode Available | 0 |
| Synthetic Data Generation with LLM for Improved Depression Prediction | Nov 26, 2024 | Depression DetectionPrivacy Preserving | —Unverified | 0 |
| Joint Resource Optimization, Computation Offloading and Resource Slicing for Multi-Edge Traffic-Cognitive Networks | Nov 26, 2024 | Bayesian OptimizationEdge-computing | —Unverified | 0 |
| Privacy-Preserving Federated Foundation Model for Generalist Ultrasound Artificial Intelligence | Nov 25, 2024 | DiagnosticFederated Learning | —Unverified | 0 |
| A Differentially Private Quantum Neural Network for Probabilistic Optimal Power Flow | Nov 25, 2024 | Privacy Preserving | —Unverified | 0 |
| Efficient and Private: Memorisation under differentially private parameter-efficient fine-tuning in language models | Nov 24, 2024 | Data Poisoningparameter-efficient fine-tuning | —Unverified | 0 |
| Tackling Data Heterogeneity in Federated Time Series Forecasting | Nov 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation | Nov 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources | Nov 23, 2024 | Data IntegrationDrug Discovery | CodeCode Available | 0 |
| Differentially Private Adaptation of Diffusion Models via Noisy Aggregated Embeddings | Nov 22, 2024 | Privacy PreservingStyle Transfer | CodeCode Available | 0 |
| LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement | Nov 22, 2024 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 |
| mmWave Radar for Sit-to-Stand Analysis: A Comparative Study with Wearables and Kinect | Nov 22, 2024 | Pose EstimationPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Video Anomaly Detection: A Survey | Nov 21, 2024 | Anomaly DetectionEthics | —Unverified | 0 |
| SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers | Nov 20, 2024 | Data AugmentationDecoder | —Unverified | 0 |
| Empirical Privacy Evaluations of Generative and Predictive Machine Learning Models -- A review and challenges for practice | Nov 19, 2024 | Privacy Preserving | —Unverified | 0 |
| Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism | Nov 19, 2024 | AutoMLFederated Learning | —Unverified | 0 |
| Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions | Nov 19, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Review on Machine Unlearning | Nov 18, 2024 | Machine UnlearningPrivacy Preserving | —Unverified | 0 |
| FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning | Nov 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors | Nov 18, 2024 | Federated LearningMissing Values | CodeCode Available | 0 |
| Preempting Text Sanitization Utility in Resource-Constrained Privacy-Preserving LLM Interactions | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Federated Domain Generalization via Prompt Learning and Aggregation | Nov 15, 2024 | Domain GeneralizationPrivacy Preserving | CodeCode Available | 0 |
| Locally Private Sampling with Public Data | Nov 13, 2024 | Privacy Preserving | —Unverified | 0 |