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| Privacy-Preserving Model and Preprocessing Verification for Machine Learning | Jan 14, 2025 | Binary ClassificationMulti-class Classification | —Unverified | 0 |
| Maximizing Uncertainty for Federated learning via Bayesian Optimisation-based Model Poisoning | Jan 14, 2025 | Bayesian OptimisationFederated Learning | —Unverified | 0 |
| UFGraphFR: An attempt at a federated recommendation system based on user text characteristics | Jan 14, 2025 | AttributeFederated Learning | CodeCode Available | 0 |
| EVA-S2PLoR: A Secure Element-wise Multiplication Meets Logistic Regression on Heterogeneous Database | Jan 9, 2025 | Anomaly DetectionPrivacy Preserving | —Unverified | 0 |
| TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning | Jan 9, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Navigating the Designs of Privacy-Preserving Fine-tuning for Large Language Models | Jan 8, 2025 | Privacy Preserving | —Unverified | 0 |
| Federated Fine-Tuning of LLMs: Framework Comparison and Research Directions | Jan 8, 2025 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| VerifBFL: Leveraging zk-SNARKs for A Verifiable Blockchained Federated Learning | Jan 8, 2025 | Federated LearningModel Poisoning | —Unverified | 0 |
| Privacy-Preserving Distributed Online Mirror Descent for Nonconvex Optimization | Jan 8, 2025 | Privacy Preserving | —Unverified | 0 |