| TrojanDam: Detection-Free Backdoor Defense in Federated Learning through Proactive Model Robustification utilizing OOD Data | Apr 22, 2025 | backdoor defenseFederated Learning | CodeCode Available | 0 |
| Backdoor Defense in Diffusion Models via Spatial Attention Unlearning | Apr 21, 2025 | 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 |
| Prototype Guided Backdoor Defense | Mar 26, 2025 | backdoor defense | —Unverified | 0 |
| Gungnir: Exploiting Stylistic Features in Images for Backdoor Attacks on Diffusion Models | Feb 28, 2025 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |
| A Dual-Purpose Framework for Backdoor Defense and Backdoor Amplification in Diffusion Models | Feb 26, 2025 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Class-Conditional Neural Polarizer: A Lightweight and Effective Backdoor Defense by Purifying Poisoned Features | Feb 23, 2025 | Adversarial Defensebackdoor defense | —Unverified | 0 |
| REFINE: Inversion-Free Backdoor Defense via Model Reprogramming | Feb 22, 2025 | backdoor defense | CodeCode Available | 4 |
| Gradient Norm-based Fine-Tuning for Backdoor Defense in Automatic Speech Recognition | Feb 3, 2025 | Automatic Speech Recognitionbackdoor defense | —Unverified | 0 |
| PCAP-Backdoor: Backdoor Poisoning Generator for Network Traffic in CPS/IoT Environments | Jan 26, 2025 | backdoor defenseDeep Learning | —Unverified | 0 |
