| How to Defend Against Large-scale Model Poisoning Attacks in Federated Learning: A Vertical Solution | Nov 16, 2024 | Federated LearningModel Poisoning | —Unverified | 0 |
| FedSECA: Sign Election and Coordinate-wise Aggregation of Gradients for Byzantine Tolerant Federated Learning | Nov 6, 2024 | Federated LearningModel Poisoning | CodeCode Available | 0 |
| Meta Stackelberg Game: Robust Federated Learning against Adaptive and Mixed Poisoning Attacks | Oct 22, 2024 | Federated LearningMeta-Learning | —Unverified | 0 |
| PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learning | Oct 9, 2024 | FairnessFederated Learning | —Unverified | 0 |
| pFedGame -- Decentralized Federated Learning using Game Theory in Dynamic Topology | Oct 5, 2024 | Federated LearningModel Poisoning | —Unverified | 0 |
| EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning | Oct 2, 2024 | FairnessFederated Learning | CodeCode Available | 0 |
| HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning | Sep 30, 2024 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| On the Hardness of Decentralized Multi-Agent Policy Evaluation under Byzantine Attacks | Sep 19, 2024 | Model PoisoningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Multi-Model based Federated Learning Against Model Poisoning Attack: A Deep Learning Based Model Selection for MEC Systems | Sep 12, 2024 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Mitigating Malicious Attacks in Federated Learning via Confidence-aware Defense | Aug 5, 2024 | Data PoisoningFederated Learning | —Unverified | 0 |
