| Federated Graph Condensation with Information Bottleneck Principles | May 7, 2024 | Graph LearningInference Attack | —Unverified | 0 |
| The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape | May 6, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| GI-SMN: Gradient Inversion Attack against Federated Learning without Prior Knowledge | May 6, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Differentially Private Federated Learning without Noise Addition: When is it Possible? | May 6, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FastLloyd: Federated, Accurate, Secure, and Tunable k-Means Clustering with Differential Privacy | May 3, 2024 | ClusteringConstrained Clustering | CodeCode Available | 0 |
| 1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy | May 2, 2024 | Privacy PreservingWord Embeddings | CodeCode Available | 0 |
| Enhancing Mutual Trustworthiness in Federated Learning for Data-Rich Smart Cities | May 1, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning | Apr 29, 2024 | Bayesian OptimizationBinary Classification | —Unverified | 0 |
| A Universal Metric of Dataset Similarity for Cross-silo Federated Learning | Apr 29, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness | Apr 27, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
