% Key papers for Trigger-based backdoor attacks (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2020_hidden_103764, title = {{Hidden Trigger Backdoor Attacks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6871}, } @inproceedings{neurips2018_spectral_57642, title = {{Spectral Signatures in Backdoor Attacks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11767}, } @inproceedings{cvpr2020_clean_15252, title = {{Clean-Label Backdoor Attacks on Video Recognition Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2021_backdoor_16632, title = {{Backdoor Attacks Against Deep Learning Systems in the Physical World}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_universal_16406, title = {{Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{neurips2020_input_60089, title = {{Input-Aware Dynamic Backdoor Attack}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/18221}, } @inproceedings{aaai2021_deep_376, title = {{Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/01148-deep-feature-space-trojan-attack-of-neural-networks-by-controlled-detoxification/}, } @inproceedings{iclr2021_wanet_30495, title = {{WaNet - Imperceptible Warping-based Backdoor Attack}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2021}, url = {https://iclr.cc/virtual/2021/poster/3087}, } @inproceedings{cvpr2022_fiba_18815, title = {{FIBA: Frequency-Injection Based Backdoor Attack in Medical Image Analysis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{iclr2020_robust_29650, title = {{Robust anomaly detection and backdoor attack detection via differential privacy}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=SJx0q1rtvS}, } @inproceedings{cvpr2023_color_20606, title = {{Color Backdoor: A Robust Poisoning Attack in Color Space}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21916}, } @inproceedings{cvpr2022_defeat_18571, title = {{DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_how_21178, title = {{How to Backdoor Diffusion Models?}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21572}, } @inproceedings{neurips2019_defending_58116, title = {{Defending Neural Backdoors via Generative Distribution Modeling}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/14329}, } @inproceedings{icml2021_just_39487, title = {{Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/8473}, } @inproceedings{cvpr2022_better_18355, title = {{Better Trigger Inversion Optimization in Backdoor Scanning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_towards_20056, title = {{Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_backdoor_20442, title = {{Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21640}, } @inproceedings{aaai2022_certified_1827, title = {{Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/09575-certified-robustness-of-nearest-neighbors-against-data-poisoning-and-backdoor-attacks/}, } @inproceedings{neurips2022_backdoorbench_63815, title = {{BackdoorBench: A Comprehensive Benchmark of Backdoor Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55715}, } @inproceedings{aaai2024_elijah_5820, title = {{Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28958}, } @inproceedings{aaai2024_combat_5351, title = {{COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28019}, } @inproceedings{cvpr2024_data_23108, title = {{Data Poisoning based Backdoor Attacks to Contrastive Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30500}, } @inproceedings{aaai2024_conditional_5464, title = {{Conditional Backdoor Attack via JPEG Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29957}, } @inproceedings{cvpr2024_lotus_23901, title = {{LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31790}, } @inproceedings{aaai2024_temporal_7518, title = {{Temporal-Distributed Backdoor Attack against Video Based Action Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28104}, } @inproceedings{iclr2024_efficient_35537, title = {{Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17536}, } @inproceedings{aaai2025_cl_8344, title = {{CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34842}, } @inproceedings{neurips2024_data_73967, title = {{Data Free Backdoor Attacks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93546}, } @inproceedings{cvpr2025_uibdiffusion_27967, title = {{UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34785}, } @inproceedings{aaai2025_meme_9934, title = {{Meme Trojan: Backdoor Attacks Against Hateful Meme Detection via Cross-Modal Triggers}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32845}, } @inproceedings{aaai2025_speed_10817, title = {{Speed Master: Quick or Slow Play to Attack Speaker Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34367}, } @inproceedings{iclr2024_poisoned_33757, title = {{Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19318}, } @inproceedings{neurips2024_waveattack_71526, title = {{WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95737}, } @inproceedings{aaai2024_from_6065, title = {{From Toxic to Trustworthy: Using Self-Distillation and Semi-supervised Methods to Refine Neural Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29629}, } @inproceedings{aaai2025_backdoor_8223, title = {{Backdoor Attack on Propagation-based Rumor Detectors}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33944}, } @inproceedings{aaai2026_clean_100502, title = {{Clean-Label Physical Backdoor Attacks with Data Distillation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37349}, } @inproceedings{aaai2025_clean_8421, title = {{Clean-Label Graph Backdoor Attack in the Node Classification Task}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35466}, } @inproceedings{aaai2025_influence_9564, title = {{Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35449}, } @inproceedings{iclr2024_universal_33561, title = {{Universal Backdoor Attacks}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19514}, }