| Towards Backdoor Stealthiness in Model Parameter Space | Jan 10, 2025 | backdoor defensemodel | CodeCode Available | 0 | 5 |
| CLIP-Guided Backdoor Defense through Entropy-Based Poisoned Dataset Separation | Jul 7, 2025 | backdoor defense | CodeCode Available | 0 | 5 |
| SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs | Jun 5, 2025 | backdoor defenseImage Captioning | —Unverified | 0 | 0 |
| CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning | Sep 26, 2024 | backdoor defenseContrastive Learning | —Unverified | 0 | 0 |
| Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations | Nov 16, 2023 | backdoor defense | —Unverified | 0 | 0 |
| Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis | Sep 24, 2024 | backdoor defenseObject | —Unverified | 0 | 0 |
| Towards Understanding How Self-training Tolerates Data Backdoor Poisoning | Jan 20, 2023 | backdoor defenseRepresentation Learning | —Unverified | 0 | 0 |
| Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning | Mar 24, 2024 | backdoor defenseContrastive Learning | —Unverified | 0 | 0 |
| Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness | May 30, 2024 | backdoor defense | —Unverified | 0 | 0 |
| WeDef: Weakly Supervised Backdoor Defense for Text Classification | May 24, 2022 | backdoor defenseClassification | —Unverified | 0 | 0 |
