| REFINE: Inversion-Free Backdoor Defense via Model Reprogramming | Feb 22, 2025 | backdoor defense | CodeCode Available | 4 |
| Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents | Feb 17, 2024 | Backdoor Attackbackdoor defense | CodeCode Available | 2 |
| Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining | Dec 3, 2024 | backdoor defenseComputational Efficiency | CodeCode Available | 1 |
| CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization | Nov 18, 2024 | backdoor defenseText Generation | CodeCode Available | 1 |
| BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense Evaluation | Nov 17, 2024 | Action Recognitionbackdoor defense | CodeCode Available | 1 |
| Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense | Oct 13, 2024 | backdoor defense | CodeCode Available | 1 |
| Fisher Information guided Purification against Backdoor Attacks | Sep 1, 2024 | Action Recognitionbackdoor defense | CodeCode Available | 1 |
| VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification | Aug 28, 2024 | Anomaly Detectionbackdoor defense | CodeCode Available | 1 |
| Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training | Sep 21, 2023 | backdoor defenseDistributed Computing | CodeCode Available | 1 |
| Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training | Sep 21, 2023 | backdoor defenseDistributed Computing | CodeCode Available | 1 |
