| RepuNet: A Reputation System for Mitigating Malicious Clients in DFL | Jun 24, 2025 | Federated LearningModel Poisoning | —Unverified | 0 |
| Federated Learning-Based Data Collaboration Method for Enhancing Edge Cloud AI System Security Using Large Language Models | Jun 22, 2025 | Edge-computingFederated Learning | —Unverified | 0 |
| Trojan Horse Hunt in Time Series Forecasting for Space Operations | Jun 2, 2025 | Model PoisoningTime Series | —Unverified | 0 |
| Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach | May 22, 2025 | Federated LearningModel Poisoning | —Unverified | 0 |
| GRANITE : a Byzantine-Resilient Dynamic Gossip Learning Framework | Apr 24, 2025 | Model Poisoning | —Unverified | 0 |
| A Client-level Assessment of Collaborative Backdoor Poisoning in Non-IID Federated Learning | Apr 17, 2025 | Federated LearningModel Poisoning | —Unverified | 0 |
| Two Heads Are Better than One: Model-Weight and Latent-Space Analysis for Federated Learning on Non-iid Data against Poisoning Attacks | Mar 30, 2025 | Federated LearningModel Poisoning | —Unverified | 0 |
| Not All Edges are Equally Robust: Evaluating the Robustness of Ranking-Based Federated Learning | Mar 12, 2025 | AllFederated Learning | —Unverified | 0 |
| Poisoning Bayesian Inference via Data Deletion and Replication | Mar 6, 2025 | Bayesian InferenceModel Poisoning | —Unverified | 0 |
| SLVR: Securely Leveraging Client Validation for Robust Federated Learning | Feb 12, 2025 | Federated LearningModel Poisoning | —Unverified | 0 |
