| Privacy-preserving design of graph neural networks with applications to vertical federated learning | Oct 31, 2023 | Federated LearningGraph Representation Learning | —Unverified | 0 |
| Empathy Detection from Text, Audiovisual, Audio or Physiological Signals: A Systematic Review of Task Formulations and Machine Learning Methods | Oct 30, 2023 | Privacy PreservingSystematic Literature Review | CodeCode Available | 0 |
| Privacy-preserving Federated Primal-dual Learning for Non-convex and Non-smooth Problems with Model Sparsification | Oct 30, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Decentralised, Scalable and Privacy-Preserving Synthetic Data Generation | Oct 30, 2023 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection | Oct 30, 2023 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data Manipulation | Oct 29, 2023 | Federated LearningInformation Retrieval | CodeCode Available | 0 |
| α-Mutual Information: A Tunable Privacy Measure for Privacy Protection in Data Sharing | Oct 27, 2023 | Privacy PreservingTime Series | —Unverified | 0 |
| Privacy-preserving Representation Learning for Speech Understanding | Oct 26, 2023 | ClassificationEmotion Recognition | —Unverified | 0 |
| PockEngine: Sparse and Efficient Fine-tuning in a Pocket | Oct 26, 2023 | CPUGPU | —Unverified | 0 |
| How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels | Oct 25, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
