| FedCIA: Federated Collaborative Information Aggregation for Privacy-Preserving Recommendation | Apr 19, 2025 | Privacy Preserving | CodeCode Available | 1 |
| ID-Booth: Identity-consistent Face Generation with Diffusion Models | Apr 10, 2025 | DenoisingDiversity | CodeCode Available | 1 |
| Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity Recognition | Apr 3, 2025 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 1 |
| Anomaly-Flow: A Multi-domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection | Mar 18, 2025 | Federated LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion Attacks | Mar 13, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| COMODO: Cross-Modal Video-to-IMU Distillation for Efficient Egocentric Human Activity Recognition | Mar 10, 2025 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 1 |
| Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds | Mar 10, 2025 | Edge-computingGait Recognition | CodeCode Available | 1 |
| Federated nnU-Net for Privacy-Preserving Medical Image Segmentation | Mar 4, 2025 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| CipherPrune: Efficient and Scalable Private Transformer Inference | Feb 24, 2025 | Privacy Preserving | CodeCode Available | 1 |
| Mitigating Unintended Memorization with LoRA in Federated Learning for LLMs | Feb 7, 2025 | Federated LearningMedical Question Answering | CodeCode Available | 1 |
| Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction | Feb 6, 2025 | Federated LearningMRI Reconstruction | CodeCode Available | 1 |
| PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning | Feb 1, 2025 | DenoisingFederated Learning | CodeCode Available | 1 |
| BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities | Jan 24, 2025 | Brain DecodingImage Reconstruction | CodeCode Available | 1 |
| UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration | Jan 20, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Technical Report for the Forgotten-by-Design Project: Targeted Obfuscation for Machine Learning | Jan 20, 2025 | Inference AttackMachine Unlearning | CodeCode Available | 1 |
| Exploring Pose-Based Anomaly Detection for Retail Security: A Real-World Shoplifting Dataset and Benchmark | Jan 11, 2025 | Anomaly DetectionPose-based Anomaly Detection | CodeCode Available | 1 |
| A New Federated Learning Framework Against Gradient Inversion Attacks | Dec 10, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Verifiable Neural Network Inference Service | Nov 12, 2024 | Privacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Graph-Based Machine Learning with Fully Homomorphic Encryption for Collaborative Anti-Money Laundering | Nov 5, 2024 | Computational EfficiencyGraph Neural Network | CodeCode Available | 1 |
| Encryption-Friendly LLM Architecture | Oct 3, 2024 | Privacy Preserving | CodeCode Available | 1 |
| Federated Learning with Label-Masking Distillation | Sep 20, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML | Sep 14, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Fed-MUnet: Multi-modal Federated Unet for Brain Tumor Segmentation | Sep 2, 2024 | Brain Tumor SegmentationFederated Learning | CodeCode Available | 1 |
| DCT-CryptoNets: Scaling Private Inference in the Frequency Domain | Aug 27, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| MMASD+: A Novel Dataset for Privacy-Preserving Behavior Analysis of Children with Autism Spectrum Disorder | Aug 27, 2024 | Optical Flow EstimationPrivacy Preserving | CodeCode Available | 1 |
