| 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 |
| Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis | Sep 24, 2024 | backdoor defenseObject | —Unverified | 0 |
| Adversarial Backdoor Defense in CLIP | Sep 24, 2024 | backdoor defenseData Augmentation | —Unverified | 0 |
| Data-centric NLP Backdoor Defense from the Lens of Memorization | Sep 21, 2024 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Obliviate: Neutralizing Task-agnostic Backdoors within the Parameter-efficient Fine-tuning Paradigm | Sep 21, 2024 | backdoor defenseparameter-efficient fine-tuning | CodeCode Available | 0 |
| PureDiffusion: Using Backdoor to Counter Backdoor in Generative Diffusion Models | Sep 20, 2024 | backdoor defense | —Unverified | 0 |
| TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors | Sep 9, 2024 | backdoor defenseImage Generation | CodeCode Available | 0 |
| Backdoor defense, learnability and obfuscation | Sep 4, 2024 | backdoor defense | —Unverified | 0 |
| Backdoor Defense through Self-Supervised and Generative Learning | Sep 2, 2024 | backdoor defense | —Unverified | 0 |
