| Exploring FMCW Radars and Feature Maps for Activity Recognition: A Benchmark Study | Mar 7, 2025 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| A Survey on Tabular Data Generation: Utility, Alignment, Fidelity, Privacy, and Beyond | Mar 7, 2025 | NavigatePrivacy Preserving | —Unverified | 0 |
| Algorithmic Data Minimization for Machine Learning over Internet-of-Things Data Streams | Mar 7, 2025 | Privacy Preserving | —Unverified | 0 |
| Uncertainty-Aware Explainable Federated Learning | Mar 7, 2025 | Decision MakingFederated Learning | —Unverified | 0 |
| Generalization in Federated Learning: A Conditional Mutual Information Framework | Mar 6, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy Preserving and Robust Aggregation for Cross-Silo Federated Learning in Non-IID Settings | Mar 6, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Incentivizing Multi-Tenant Split Federated Learning for Foundation Models at the Network Edge | Mar 6, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Dynamic Modeling and Learning for Spatiotemporal Data Forecasting | Mar 6, 2025 | Demand ForecastingFederated Learning | —Unverified | 0 |
| KidneyTalk-open: No-code Deployment of a Private Large Language Model with Medical Documentation-Enhanced Knowledge Database for Kidney Disease | Mar 6, 2025 | ChunkingLanguage Modeling | CodeCode Available | 0 |
| Token-Level Privacy in Large Language Models | Mar 5, 2025 | Privacy PreservingSemantic Similarity | —Unverified | 0 |
| Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data | Mar 5, 2025 | FairnessFederated Learning | —Unverified | 0 |
| Privacy is All You Need: Revolutionizing Wearable Health Data with Advanced PETs | Mar 5, 2025 | AllFederated Learning | —Unverified | 0 |
| FedPalm: A General Federated Learning Framework for Closed- and Open-Set Palmprint Verification | Mar 5, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Fair Synthetic Tabular Data | Mar 4, 2025 | FairnessMemorization | —Unverified | 0 |
| Federated Learning for Privacy-Preserving Feedforward Control in Multi-Agent Systems | Mar 4, 2025 | Autonomous DrivingFederated Learning | CodeCode Available | 0 |
| SHADE-AD: An LLM-Based Framework for Synthesizing Activity Data of Alzheimer's Patients | Mar 3, 2025 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| A Lightweight and Secure Deep Learning Model for Privacy-Preserving Federated Learning in Intelligent Enterprises | Mar 3, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Towards hyperparameter-free optimization with differential privacy | Mar 2, 2025 | Privacy Preserving | —Unverified | 0 |
| FLStore: Efficient Federated Learning Storage for non-training workloads | Mar 1, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Asynchronous Personalized Federated Learning through Global Memorization | Mar 1, 2025 | Federated LearningMemorization | —Unverified | 0 |
| Differentially Private Recursive Least Squares Estimation for ARX Systems with Multi-Participants | Feb 28, 2025 | Privacy Preservingregression | —Unverified | 0 |
| FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework | Feb 27, 2025 | Computational EfficiencyFederated Learning | —Unverified | 0 |
| Model-Free Privacy Preserving Power Flow Analysis in Distribution Networks | Feb 27, 2025 | Incremental LearningPrivacy Preserving | —Unverified | 0 |
| Chemical knowledge-informed framework for privacy-aware retrosynthesis learning | Feb 26, 2025 | Privacy PreservingRetrosynthesis | —Unverified | 0 |
| On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels | Feb 25, 2025 | Privacy PreservingQuantization | —Unverified | 0 |