| FedBlock: A Blockchain Approach to Federated Learning against Backdoor Attacks | Nov 5, 2024 | backdoor defenseFederated Learning | —Unverified | 0 |
| Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection | Oct 29, 2024 | backdoor defense | —Unverified | 0 |
| Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed Models | Oct 25, 2024 | backdoor defenseModel Editing | CodeCode Available | 0 |
| BeniFul: Backdoor Defense via Middle Feature Analysis for Deep Neural Networks | Oct 15, 2024 | backdoor defense | —Unverified | 0 |
| Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense | Oct 13, 2024 | backdoor defense | CodeCode Available | 1 |
| "No Matter What You Do": Purifying GNN Models via Backdoor Unlearning | Oct 2, 2024 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |
| Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats | Sep 29, 2024 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning | Sep 26, 2024 | backdoor defenseContrastive Learning | —Unverified | 0 |
| Adversarial Backdoor Defense in CLIP | Sep 24, 2024 | backdoor defenseData Augmentation | —Unverified | 0 |
| Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis | Sep 24, 2024 | backdoor defenseObject | —Unverified | 0 |
