| BayBFed: Bayesian Backdoor Defense for Federated Learning | Jan 23, 2023 | backdoor defenseFederated Learning | —Unverified | 0 |
| Towards Understanding How Self-training Tolerates Data Backdoor Poisoning | Jan 20, 2023 | backdoor defenseRepresentation Learning | —Unverified | 0 |
| Backdoor Attacks for Remote Sensing Data with Wavelet Transform | Nov 15, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| MSDT: Masked Language Model Scoring Defense in Text Domain | Nov 10, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |
| Backdoor Defense via Suppressing Model Shortcuts | Nov 2, 2022 | backdoor defensemodel | CodeCode Available | 0 |
| Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples | Nov 1, 2022 | backdoor defenseSensitivity | CodeCode Available | 1 |
| FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning | Oct 23, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks | Oct 14, 2022 | backdoor defenseSentiment Analysis | CodeCode Available | 1 |
| Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork | Oct 12, 2022 | backdoor defenseClassification | CodeCode Available | 1 |
| Confidence Matters: Inspecting Backdoors in Deep Neural Networks via Distribution Transfer | Aug 13, 2022 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons | Aug 13, 2022 | backdoor defense | —Unverified | 0 |
| Enhancing Clean Label Backdoor Attack with Two-phase Specific Triggers | Jun 10, 2022 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| WeDef: Weakly Supervised Backdoor Defense for Text Classification | May 24, 2022 | backdoor defenseClassification | —Unverified | 0 |
| 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 |
| Model-Contrastive Learning for Backdoor Defense | May 9, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |
| Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation | Apr 21, 2022 | backdoor defenseKnowledge Distillation | CodeCode Available | 1 |
| Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection | Feb 21, 2022 | backdoor defenseFederated Learning | —Unverified | 0 |
| Progressive Backdoor Erasing via connecting Backdoor and Adversarial Attacks | Feb 13, 2022 | backdoor defense | —Unverified | 0 |
| Backdoor Defense via Decoupling the Training Process | Feb 5, 2022 | backdoor defenseSelf-Supervised Learning | CodeCode Available | 1 |
| Imperceptible and Multi-channel Backdoor Attack against Deep Neural Networks | Jan 31, 2022 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Backdoors Stuck At The Frontdoor: Multi-Agent Backdoor Attacks That Backfire | Jan 28, 2022 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Backdoor Defense with Machine Unlearning | Jan 24, 2022 | backdoor defenseMachine Unlearning | —Unverified | 0 |
| Few-shot Backdoor Defense Using Shapley Estimation | Dec 30, 2021 | Autonomous Drivingbackdoor defense | —Unverified | 0 |
| FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis | Dec 2, 2021 | Artifact DetectionBackdoor Attack | CodeCode Available | 1 |
| Backdoor Attack and Defense for Deep Regression | Sep 6, 2021 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| On Provable Backdoor Defense in Collaborative Learning | Jan 19, 2021 | backdoor defense | —Unverified | 0 |
| 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 |
| Rethinking the Trigger of Backdoor Attack | Apr 9, 2020 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| 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 |
