| Split Without a Leak: Reducing Privacy Leakage in Split Learning | Aug 30, 2023 | Privacy PreservingPrivacy Preserving Deep Learning | CodeCode Available | 1 |
| A Survey for Federated Learning Evaluations: Goals and Measures | Aug 23, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Unlocking Accuracy and Fairness in Differentially Private Image Classification | Aug 21, 2023 | ClassificationFairness | CodeCode Available | 1 |
| FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection | Aug 20, 2023 | Domain GeneralizationFace Presentation Attack Detection | CodeCode Available | 1 |
| APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service | Aug 17, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta Learning | Aug 11, 2023 | Meta-LearningPrivacy Preserving | CodeCode Available | 1 |
| Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data | Aug 7, 2023 | Contrastive LearningFederated Learning | CodeCode Available | 1 |
| Randomized algorithms for precise measurement of differentially-private, personalized recommendations | Aug 7, 2023 | Privacy Preserving | 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 |
| FedNoRo: Towards Noise-Robust Federated Learning by Addressing Class Imbalance and Label Noise Heterogeneity | May 9, 2023 | Federated LearningKnowledge Distillation | CodeCode Available | 1 |
| Adversarially-Guided Portrait Matting | May 4, 2023 | Image MattingPrivacy Preserving | CodeCode Available | 1 |
| 3DoF Localization from a Single Image and an Object Map: the Flatlandia Problem and Dataset | Apr 13, 2023 | Privacy PreservingVisual Localization | CodeCode Available | 1 |
| Reinforcement Learning-Based Black-Box Model Inversion Attacks | Apr 10, 2023 | modelPrivacy Preserving | CodeCode Available | 1 |
| Selective Knowledge Sharing for Privacy-Preserving Federated Distillation without A Good Teacher | Apr 4, 2023 | Federated LearningKnowledge Distillation | CodeCode Available | 1 |
| The Archive Query Log: Mining Millions of Search Result Pages of Hundreds of Search Engines from 25 Years of Web Archives | Apr 2, 2023 | DiversityPrivacy Preserving | CodeCode Available | 1 |
| Multi-metrics adaptively identifies backdoors in Federated learning | Mar 12, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Active Membership Inference Attack under Local Differential Privacy in Federated Learning | Feb 24, 2023 | Federated LearningInference Attack | CodeCode Available | 1 |
| Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities | Feb 17, 2023 | Privacy Preserving | CodeCode Available | 1 |
| HE-MAN -- Homomorphically Encrypted MAchine learning with oNnx models | Feb 16, 2023 | Face RecognitionPrivacy Preserving | CodeCode Available | 1 |
