| PCAP-Backdoor: Backdoor Poisoning Generator for Network Traffic in CPS/IoT Environments | Jan 26, 2025 | backdoor defenseDeep Learning | —Unverified | 0 |
| PECAN: A Deterministic Certified Defense Against Backdoor Attacks | Jan 27, 2023 | backdoor defenseimage-classification | —Unverified | 0 |
| Proactive Adversarial Defense: Harnessing Prompt Tuning in Vision-Language Models to Detect Unseen Backdoored Images | Dec 11, 2024 | Adversarial Defensebackdoor defense | —Unverified | 0 |
| Protecting against simultaneous data poisoning attacks | Aug 23, 2024 | backdoor defenseData Poisoning | —Unverified | 0 |
| Prototype Guided Backdoor Defense | Mar 26, 2025 | backdoor defense | —Unverified | 0 |
| PureDiffusion: Using Backdoor to Counter Backdoor in Generative Diffusion Models | Sep 20, 2024 | backdoor defense | —Unverified | 0 |
| Rethinking Pruning for Backdoor Mitigation: An Optimization Perspective | May 28, 2024 | backdoor defenseGraph Neural Network | —Unverified | 0 |
| Rethinking the Trigger of Backdoor Attack | Apr 9, 2020 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Robust Anti-Backdoor Instruction Tuning in LVLMs | Jun 4, 2025 | backdoor defenseInstruction Following | —Unverified | 0 |
| Versatile Backdoor Attack with Visible, Semantic, Sample-Specific, and Compatible Triggers | Jun 1, 2023 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Robustness Inspired Graph Backdoor Defense | Jun 14, 2024 | backdoor defenseGraph Classification | —Unverified | 0 |
| SAB:A Stealing and Robust Backdoor Attack based on Steganographic Algorithm against Federated Learning | Aug 25, 2024 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| SATBA: An Invisible Backdoor Attack Based On Spatial Attention | Feb 25, 2023 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Spectral Insights into Data-Oblivious Critical Layers in Large Language Models | May 31, 2025 | backdoor defenseDomain Adaptation | —Unverified | 0 |
| SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs | Jun 5, 2025 | backdoor defenseImage Captioning | —Unverified | 0 |
| CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning | Sep 26, 2024 | backdoor defenseContrastive Learning | —Unverified | 0 |
| Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations | Nov 16, 2023 | backdoor defense | —Unverified | 0 |
| Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis | Sep 24, 2024 | backdoor defenseObject | —Unverified | 0 |
| Towards Understanding How Self-training Tolerates Data Backdoor Poisoning | Jan 20, 2023 | backdoor defenseRepresentation Learning | —Unverified | 0 |
| Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning | Mar 24, 2024 | backdoor defenseContrastive Learning | —Unverified | 0 |
| Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness | May 30, 2024 | backdoor defense | —Unverified | 0 |
| Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation | Aug 28, 2024 | backdoor defense | —Unverified | 0 |
| Gradient Norm-based Fine-Tuning for Backdoor Defense in Automatic Speech Recognition | Feb 3, 2025 | Automatic Speech Recognitionbackdoor defense | —Unverified | 0 |
| From Shortcuts to Triggers: Backdoor Defense with Denoised PoE | May 24, 2023 | backdoor defenseData Poisoning | CodeCode Available | 0 |
| From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models | Nov 4, 2023 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |