| CUBA: Controlled Untargeted Backdoor Attack against Deep Neural Networks | Jun 20, 2025 | Backdoor Attackbackdoor defense | —Unverified | 0 | 0 |
| Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks | Mar 31, 2025 | backdoor defenseFace Recognition | —Unverified | 0 | 0 |
| Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning | Dec 29, 2024 | backdoor defenseContrastive Learning | —Unverified | 0 | 0 |
| Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons | Aug 13, 2022 | backdoor defense | —Unverified | 0 | 0 |
| Defense Against Syntactic Textual Backdoor Attacks with Token Substitution | Jul 4, 2024 | backdoor defenseSentence | —Unverified | 0 | 0 |
| Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats | Sep 29, 2024 | Backdoor Attackbackdoor defense | —Unverified | 0 | 0 |
| Eliminating Backdoors in Neural Code Models for Secure Code Understanding | Aug 8, 2024 | Autonomous Drivingbackdoor defense | —Unverified | 0 | 0 |
| Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection | Oct 29, 2024 | backdoor defense | —Unverified | 0 | 0 |
| Enhancing Clean Label Backdoor Attack with Two-phase Specific Triggers | Jun 10, 2022 | Backdoor Attackbackdoor defense | —Unverified | 0 | 0 |
| Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization | Apr 24, 2023 | backdoor defense | —Unverified | 0 | 0 |
