| Robust Federated Learning with Attack-Adaptive Aggregation | Feb 10, 2021 | Federated LearningModel Poisoning | CodeCode Available | 1 |
| Ditto: Fair and Robust Federated Learning Through Personalization | Dec 8, 2020 | FairnessFederated Learning | CodeCode Available | 1 |
| Analyzing Federated Learning through an Adversarial Lens | Nov 29, 2018 | Federated LearningModel Poisoning | CodeCode Available | 1 |
| How To Backdoor Federated Learning | Jul 2, 2018 | Anomaly DetectionData Poisoning | CodeCode Available | 1 |
| 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 |
