| Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting | Dec 5, 2024 | Federated LearningManagement | CodeCode Available | 2 |
| BEFL: Balancing Energy Consumption in Federated Learning for Mobile Edge IoT | Dec 5, 2024 | Federated LearningImitation Learning | CodeCode Available | 0 |
| Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure | Dec 5, 2024 | Active LearningData Integration | —Unverified | 0 |
| End to End Collaborative Synthetic Data Generation | Dec 4, 2024 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation | Dec 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards the efficacy of federated prediction for epidemics on networks | Dec 3, 2024 | Federated LearningGraph Attention | CodeCode Available | 0 |
| Learn More by Using Less: Distributed Learning with Energy-Constrained Devices | Dec 3, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Wasserstein Markets for Differentially-Private Data | Dec 3, 2024 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| Private Linear Regression with Differential Privacy and PAC Privacy | Dec 3, 2024 | Privacy Preservingregression | —Unverified | 0 |
| A privacy-preserving distributed credible evidence fusion algorithm for collective decision-making | Dec 3, 2024 | Decision MakingLow-Rank Matrix Completion | —Unverified | 0 |
| Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces | Dec 2, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 0 |
| Lossless and Privacy-Preserving Graph Convolution Network for Federated Item Recommendation | Dec 2, 2024 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 |
| Classifying Simulated Gait Impairments using Privacy-preserving Explainable Artificial Intelligence and Mobile Phone Videos | Dec 2, 2024 | Explainable artificial intelligenceFeature Importance | —Unverified | 0 |
| FedAH: Aggregated Head for Personalized Federated Learning | Dec 2, 2024 | Federated LearningPersonalized Federated Learning | CodeCode Available | 0 |
| Effectiveness of L2 Regularization in Privacy-Preserving Machine Learning | Dec 2, 2024 | Inference AttackL2 Regularization | —Unverified | 0 |
| Privacy-Preserving Federated Learning via Homomorphic Adversarial Networks | Dec 2, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Towards Privacy-Preserving Medical Imaging: Federated Learning with Differential Privacy and Secure Aggregation Using a Modified ResNet Architecture | Dec 1, 2024 | Federated Learningimage-classification | —Unverified | 0 |
| Privacy-Preserving Orthogonal Aggregation for Guaranteeing Gender Fairness in Federated Recommendation | Nov 29, 2024 | AttributeFairness | —Unverified | 0 |
| Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification | Nov 29, 2024 | ClassificationDomain Adaptation | —Unverified | 0 |
| PEFT-as-an-Attack! Jailbreaking Language Models during Federated Parameter-Efficient Fine-Tuning | Nov 28, 2024 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 |
| PRSI: Privacy-Preserving Recommendation Model Based on Vector Splitting and Interactive Protocols | Nov 27, 2024 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Inference Privacy: Properties and Mechanisms | Nov 27, 2024 | NavigatePrivacy Preserving | —Unverified | 0 |
| KAN See Your Face | Nov 27, 2024 | Face RecognitionFace Reconstruction | —Unverified | 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 |