| Manipulating Visually-aware Federated Recommender Systems and Its Countermeasures | May 14, 2023 | Collaborative FilteringModel Poisoning | —Unverified | 0 |
| A Data-Driven Defense against Edge-case Model Poisoning Attacks on Federated Learning | May 3, 2023 | Federated LearningModel Poisoning | —Unverified | 0 |
| Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning | Apr 25, 2023 | Contrastive LearningFederated Learning | CodeCode Available | 1 |
| Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning | Apr 21, 2023 | Federated LearningModel Poisoning | —Unverified | 0 |
| Protecting Federated Learning from Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection | Mar 29, 2023 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| Exploring the Limits of Model-Targeted Indiscriminate Data Poisoning Attacks | Mar 7, 2023 | Data PoisoningModel Poisoning | CodeCode Available | 0 |
| CADeSH: Collaborative Anomaly Detection for Smart Homes | Mar 2, 2023 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| Poster: Sponge ML Model Attacks of Mobile Apps | Mar 1, 2023 | AttributeFederated Learning | —Unverified | 0 |
| WW-FL: Secure and Private Large-Scale Federated Learning | Feb 20, 2023 | Data PoisoningFederated Learning | —Unverified | 0 |
| CATFL: Certificateless Authentication-based Trustworthy Federated Learning for 6G Semantic Communications | Feb 1, 2023 | Data PoisoningDecoder | —Unverified | 0 |
| How Potent are Evasion Attacks for Poisoning Federated Learning-Based Signal Classifiers? | Jan 21, 2023 | Federated LearningModel Poisoning | —Unverified | 0 |
| FedCC: Robust Federated Learning against Model Poisoning Attacks | Dec 5, 2022 | Federated Learningmodel | —Unverified | 0 |
| Security Analysis of SplitFed Learning | Dec 4, 2022 | Federated LearningModel Poisoning | —Unverified | 0 |
| SPIN: Simulated Poisoning and Inversion Network for Federated Learning-Based 6G Vehicular Networks | Nov 21, 2022 | Federated LearningGenerative Adversarial Network | —Unverified | 0 |
| Resilience of Wireless Ad Hoc Federated Learning against Model Poisoning Attacks | Nov 7, 2022 | Federated LearningModel Poisoning | —Unverified | 0 |
| A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks | Oct 25, 2022 | Model PoisoningSelf-Learning | —Unverified | 0 |
| Thinking Two Moves Ahead: Anticipating Other Users Improves Backdoor Attacks in Federated Learning | Oct 17, 2022 | Federated Learningimage-classification | CodeCode Available | 0 |
| FedPerm: Private and Robust Federated Learning by Parameter Permutation | Aug 16, 2022 | Federated LearningInformation Retrieval | —Unverified | 0 |
| FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients | Jul 19, 2022 | Federated LearningModel Poisoning | CodeCode Available | 1 |
| Using Anomaly Detection to Detect Poisoning Attacks in Federated Learning Applications | Jul 18, 2022 | Activity RecognitionAnomaly Detection | —Unverified | 0 |
| Performance Weighting for Robust Federated Learning Against Corrupted Sources | May 2, 2022 | Federated LearningModel Poisoning | —Unverified | 0 |
| Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling | Apr 29, 2022 | Federated LearningModel Poisoning | —Unverified | 0 |
| Federated Learning: Balancing the Thin Line Between Data Intelligence and Privacy | Apr 22, 2022 | Data PoisoningFederated Learning | —Unverified | 0 |
| FedRecAttack: Model Poisoning Attack to Federated Recommendation | Apr 1, 2022 | Federated Learningmodel | CodeCode Available | 1 |
| Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis | Mar 22, 2022 | Backdoor AttackFederated Learning | CodeCode Available | 0 |
