| Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta Learning | Aug 11, 2023 | Meta-LearningPrivacy Preserving | CodeCode Available | 1 |
| Randomized algorithms for precise measurement of differentially-private, personalized recommendations | Aug 7, 2023 | Privacy Preserving | CodeCode Available | 1 |
| Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data | Aug 7, 2023 | Contrastive LearningFederated Learning | CodeCode Available | 1 |
| On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms | Jul 15, 2023 | Privacy Preserving | CodeCode Available | 1 |
| ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization | Jul 4, 2023 | Data AugmentationDecision Making | CodeCode Available | 1 |
| FedDefender: Backdoor Attack Defense in Federated Learning | Jul 2, 2023 | Backdoor AttackData Poisoning | CodeCode Available | 1 |
| MMASD: A Multimodal Dataset for Autism Intervention Analysis | Jun 14, 2023 | Action Quality AssessmentOptical Flow Estimation | CodeCode Available | 1 |
| Non-uniform Speaker Disentanglement For Depression Detection From Raw Speech Signals | Jun 2, 2023 | Depression DetectionDisentanglement | CodeCode Available | 1 |
| GPFedRec: Graph-guided Personalization for Federated Recommendation | May 13, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| A Platform for the Biomedical Application of Large Language Models | May 10, 2023 | BenchmarkingPrivacy Preserving | CodeCode Available | 1 |
