| OCGEC: One-class Graph Embedding Classification for DNN Backdoor Detection | Dec 4, 2023 | Anomaly Detectionbackdoor defense | CodeCode Available | 0 |
| Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations | Nov 16, 2023 | backdoor defense | —Unverified | 0 |
| From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models | Nov 4, 2023 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |
| Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training | Sep 21, 2023 | backdoor defenseDistributed Computing | CodeCode Available | 1 |
| Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training | Sep 21, 2023 | backdoor defenseDistributed Computing | CodeCode Available | 1 |
| DFB: A Data-Free, Low-Budget, and High-Efficacy Clean-Label Backdoor Attack | Aug 18, 2023 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |
| TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models | Aug 7, 2023 | backdoor defenseobject-detection | CodeCode Available | 0 |
| Beating Backdoor Attack at Its Own Game | Jul 28, 2023 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |
| Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples | Jul 20, 2023 | backdoor defense | CodeCode Available | 0 |
| Fedward: Flexible Federated Backdoor Defense Framework with Non-IID Data | Jul 1, 2023 | backdoor defenseClustering | —Unverified | 0 |
| Efficient Backdoor Removal Through Natural Gradient Fine-tuning | Jun 30, 2023 | backdoor defense | CodeCode Available | 0 |
| Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features | Jun 29, 2023 | backdoor defense | CodeCode Available | 0 |
| Versatile Backdoor Attack with Visible, Semantic, Sample-Specific, and Compatible Triggers | Jun 1, 2023 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| From Shortcuts to Triggers: Backdoor Defense with Denoised PoE | May 24, 2023 | backdoor defenseData Poisoning | CodeCode Available | 0 |
| Reconstructive Neuron Pruning for Backdoor Defense | May 24, 2023 | backdoor defense | CodeCode Available | 1 |
| Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning | May 7, 2023 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization | Apr 24, 2023 | backdoor defense | —Unverified | 0 |
| Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder | Mar 27, 2023 | backdoor defenseImage Generation | CodeCode Available | 0 |
| Backdoor Defense via Adaptively Splitting Poisoned Dataset | Mar 23, 2023 | backdoor defense | CodeCode Available | 1 |
| Black-box Backdoor Defense via Zero-shot Image Purification | Mar 21, 2023 | backdoor defense | CodeCode Available | 1 |
| Backdoor Defense via Deconfounded Representation Learning | Mar 13, 2023 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| NCL: Textual Backdoor Defense Using Noise-augmented Contrastive Learning | Mar 3, 2023 | backdoor defenseContrastive Learning | —Unverified | 0 |
| SATBA: An Invisible Backdoor Attack Based On Spatial Attention | Feb 25, 2023 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms | Feb 22, 2023 | backdoor defenseSelf-Supervised Learning | CodeCode Available | 1 |
| PECAN: A Deterministic Certified Defense Against Backdoor Attacks | Jan 27, 2023 | backdoor defenseimage-classification | —Unverified | 0 |
