| Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork | Oct 12, 2022 | backdoor defenseClassification | CodeCode Available | 1 |
| MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Using a Maximum Margin Statistic | May 13, 2022 | Adversarial AttackBackdoor Attack | CodeCode Available | 1 |
| Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation | Apr 21, 2022 | backdoor defenseKnowledge Distillation | CodeCode Available | 1 |
| Backdoor Defense via Decoupling the Training Process | Feb 5, 2022 | backdoor defenseSelf-Supervised Learning | CodeCode Available | 1 |
| FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis | Dec 2, 2021 | Artifact DetectionBackdoor Attack | CodeCode Available | 1 |
| LIRA: Learnable, Imperceptible and Robust Backdoor Attacks | Jan 1, 2021 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| ONION: A Simple and Effective Defense Against Textual Backdoor Attacks | Nov 20, 2020 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| Towards Probabilistic Verification of Machine Unlearning | Mar 9, 2020 | backdoor defenseMachine Unlearning | CodeCode Available | 1 |
| Clean-Label Backdoor Attacks on Video Recognition Models | Mar 6, 2020 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| CLIP-Guided Backdoor Defense through Entropy-Based Poisoned Dataset Separation | Jul 7, 2025 | backdoor defense | CodeCode Available | 0 |
