| A Novel Defense Against Poisoning Attacks on Federated Learning: LayerCAM Augmented with Autoencoder | Jun 2, 2024 | Federated LearningModel Poisoning | CodeCode Available | 0 |
| ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning | May 31, 2024 | Federated LearningModel Poisoning | —Unverified | 0 |
| Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning | May 10, 2024 | Backdoor AttackData Poisoning | —Unverified | 0 |
| Leverage Variational Graph Representation For Model Poisoning on Federated Learning | Apr 23, 2024 | Federated LearningModel Poisoning | CodeCode Available | 0 |
| Poisoning Decentralized Collaborative Recommender System and Its Countermeasures | Apr 1, 2024 | Model PoisoningRecommendation Systems | —Unverified | 0 |
| Robust Federated Contrastive Recommender System against Model Poisoning Attack | Mar 29, 2024 | Contrastive LearningModel Poisoning | —Unverified | 0 |
| Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing | Mar 19, 2024 | Federated LearningModel Poisoning | —Unverified | 0 |
| FedRDF: A Robust and Dynamic Aggregation Function against Poisoning Attacks in Federated Learning | Feb 15, 2024 | Federated LearningModel Poisoning | —Unverified | 0 |
| Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey | Dec 14, 2023 | Data PoisoningFederated Learning | —Unverified | 0 |
| Data-Agnostic Model Poisoning against Federated Learning: A Graph Autoencoder Approach | Nov 30, 2023 | Federated LearningModel Poisoning | —Unverified | 0 |