| Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork | Oct 12, 2022 | backdoor defenseClassification | CodeCode Available | 1 |
| Towards Probabilistic Verification of Machine Unlearning | Mar 9, 2020 | backdoor defenseMachine Unlearning | CodeCode Available | 1 |
| Backdoor Defense via Decoupling the Training Process | Feb 5, 2022 | backdoor defenseSelf-Supervised Learning | CodeCode Available | 1 |
| Black-box Backdoor Defense via Zero-shot Image Purification | Mar 21, 2023 | backdoor defense | CodeCode Available | 1 |
| Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack | May 25, 2024 | Adversarial Attackbackdoor defense | —Unverified | 0 |
| Backdoor Defense through Self-Supervised and Generative Learning | Sep 2, 2024 | backdoor defense | —Unverified | 0 |
| BeniFul: Backdoor Defense via Middle Feature Analysis for Deep Neural Networks | Oct 15, 2024 | backdoor defense | —Unverified | 0 |
| BayBFed: Bayesian Backdoor Defense for Federated Learning | Jan 23, 2023 | backdoor defenseFederated Learning | —Unverified | 0 |
| Backdoor defense, learnability and obfuscation | Sep 4, 2024 | backdoor defense | —Unverified | 0 |
| Adversarial Backdoor Defense in CLIP | Sep 24, 2024 | backdoor defenseData Augmentation | —Unverified | 0 |
| Few-shot Backdoor Defense Using Shapley Estimation | Dec 30, 2021 | Autonomous Drivingbackdoor defense | —Unverified | 0 |
| Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection | Feb 21, 2022 | backdoor defenseFederated Learning | —Unverified | 0 |
| Backdoors Stuck At The Frontdoor: Multi-Agent Backdoor Attacks That Backfire | Jan 28, 2022 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Eliminating Backdoors in Neural Code Models for Secure Code Understanding | Aug 8, 2024 | Autonomous Drivingbackdoor defense | —Unverified | 0 |
| Backdoor Defense in Diffusion Models via Spatial Attention Unlearning | Apr 21, 2025 | backdoor defense | —Unverified | 0 |
| A Dual-Purpose Framework for Backdoor Defense and Backdoor Amplification in Diffusion Models | Feb 26, 2025 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| TED-LaST: Towards Robust Backdoor Defense Against Adaptive Attacks | Jun 12, 2025 | backdoor defenseData Poisoning | —Unverified | 0 |
| Defense Against Syntactic Textual Backdoor Attacks with Token Substitution | Jul 4, 2024 | backdoor defenseSentence | —Unverified | 0 |
| Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons | Aug 13, 2022 | backdoor defense | —Unverified | 0 |
| Backdoor Defense with Machine Unlearning | Jan 24, 2022 | backdoor defenseMachine Unlearning | —Unverified | 0 |
| Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats | Sep 29, 2024 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Backdoor Attack and Defense for Deep Regression | Sep 6, 2021 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning | Dec 29, 2024 | backdoor defenseContrastive Learning | —Unverified | 0 |
| Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection | Oct 29, 2024 | backdoor defense | —Unverified | 0 |
| Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks | Mar 31, 2025 | backdoor defenseFace Recognition | —Unverified | 0 |