| BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense Evaluation | Nov 17, 2024 | Action Recognitionbackdoor defense | CodeCode Available | 1 |
| FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis | Dec 2, 2021 | Artifact DetectionBackdoor Attack | CodeCode Available | 1 |
| FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning | Oct 23, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining | Dec 3, 2024 | backdoor defenseComputational Efficiency | CodeCode Available | 1 |
| Backdoor Defense via Adaptively Splitting Poisoned Dataset | Mar 23, 2023 | backdoor defense | CodeCode Available | 1 |
| Reconstructive Neuron Pruning for Backdoor Defense | May 24, 2023 | backdoor defense | CodeCode Available | 1 |
| Backdoor Defense via Decoupling the Training Process | Feb 5, 2022 | backdoor defenseSelf-Supervised Learning | CodeCode Available | 1 |
| ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms | Feb 22, 2023 | backdoor defenseSelf-Supervised Learning | CodeCode Available | 1 |
| CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization | Nov 18, 2024 | backdoor defenseText Generation | CodeCode Available | 1 |
| Clean-Label Backdoor Attacks on Video Recognition Models | Mar 6, 2020 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
