| Semantic-Enabled 6G Communication: A Task-oriented and Privacy-preserving Perspective | Aug 8, 2024 | Privacy PreservingQuantization | —Unverified | 0 |
| Speech privacy-preserving methods using secret key for convolutional neural network models and their robustness evaluation | Aug 7, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal | Aug 7, 2024 | BenchmarkingHard Attention | —Unverified | 0 |
| HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection | Aug 6, 2024 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection | Aug 3, 2024 | Fraud DetectionPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix | Aug 2, 2024 | Privacy Preserving | —Unverified | 0 |
| Long-Term Conversation Analysis: Privacy-Utility Trade-off under Noise and Reverberation | Aug 1, 2024 | Action DetectionActivity Detection | —Unverified | 0 |
| Privacy-preserving datasets by capturing feature distributions with Conditional VAEs | Aug 1, 2024 | DiversityPrivacy Preserving | CodeCode Available | 0 |
| Explainable Artificial Intelligence for Quantifying Interfering and High-Risk Behaviors in Autism Spectrum Disorder in a Real-World Classroom Environment Using Privacy-Preserving Video Analysis | Jul 31, 2024 | Activity RecognitionExplainable artificial intelligence | —Unverified | 0 |
| Federated Knowledge Recycling: Privacy-Preserving Synthetic Data Sharing | Jul 30, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning based Latent Factorization of Tensors for Privacy-Preserving QoS Prediction | Jul 29, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Unleash the Power of Ellipsis: Accuracy-enhanced Sparse Vector Technique with Exponential Noise | Jul 29, 2024 | Privacy Preserving | —Unverified | 0 |
| F-KANs: Federated Kolmogorov-Arnold Networks | Jul 29, 2024 | ClassificationFederated Learning | CodeCode Available | 0 |
| Context-Enhanced CSI Tracking Using Koopman-Inspired Dual Autoencoders in Dynamic Wireless Environments | Jul 29, 2024 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction | Jul 26, 2024 | Click-Through Rate PredictionFederated Learning | —Unverified | 0 |
| Unveiling Privacy Vulnerabilities: Investigating the Role of Structure in Graph Data | Jul 26, 2024 | AttributeGraph Sampling | —Unverified | 0 |
| FedAR: Addressing Client Unavailability in Federated Learning with Local Update Approximation and Rectification | Jul 26, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FADAS: Towards Federated Adaptive Asynchronous Optimization | Jul 25, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy Threats and Countermeasures in Federated Learning for Internet of Things: A Systematic Review | Jul 25, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| SCALE: Self-regulated Clustered federAted LEarning in a Homogeneous Environment | Jul 25, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Hierarchical Model-Distributed Inference | Jul 25, 2024 | modelPrivacy Preserving | —Unverified | 0 |
| A Hybrid Federated Kernel Regularized Least Squares Algorithm | Jul 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| SFPrompt: Communication-Efficient Split Federated Fine-Tuning for Large Pre-Trained Models over Resource-Limited Devices | Jul 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Low-Latency Privacy-Preserving Deep Learning Design via Secure MPC | Jul 24, 2024 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Synthetic Trajectory Generation Through Convolutional Neural Networks | Jul 24, 2024 | Image GenerationPrivacy Preserving | CodeCode Available | 0 |