| From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models | Nov 4, 2023 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |
| Beating Backdoor Attack at Its Own Game | Jul 28, 2023 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |
| FL-PLAS: Federated Learning with Partial Layer Aggregation for Backdoor Defense Against High-Ratio Malicious Clients | May 17, 2025 | backdoor defenseFederated Learning | CodeCode Available | 0 |
| Progressive Poisoned Data Isolation for Training-time Backdoor Defense | Dec 20, 2023 | backdoor defenseData Poisoning | CodeCode Available | 0 |
| Gungnir: Exploiting Stylistic Features in Images for Backdoor Attacks on Diffusion Models | Feb 28, 2025 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |
| TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors | Sep 9, 2024 | backdoor defenseImage Generation | CodeCode Available | 0 |
| Obliviate: Neutralizing Task-agnostic Backdoors within the Parameter-efficient Fine-tuning Paradigm | Sep 21, 2024 | backdoor defenseparameter-efficient fine-tuning | CodeCode Available | 0 |
| Cert-SSB: Toward Certified Sample-Specific Backdoor Defense | Apr 30, 2025 | backdoor defense | CodeCode Available | 0 |
| CLIP-Guided Backdoor Defense through Entropy-Based Poisoned Dataset Separation | Jul 7, 2025 | backdoor defense | CodeCode Available | 0 |
| TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models | Aug 7, 2023 | backdoor defenseobject-detection | CodeCode Available | 0 |
