% Key papers for Forgery detection (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2021_multi_17436,
  title = {{Multi-Attentional Deepfake Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2018_learning_13296,
  title = {{Learning Rich Features for Image Manipulation Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Zhou_Learning_Rich_Features_CVPR_2018_paper.html},
}

@inproceedings{cvpr2020_on_15978,
  title = {{On the Detection of Digital Face Manipulation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2019_mantra_14500,
  title = {{ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2021_spatial_17926,
  title = {{Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_generalizing_17069,
  title = {{Generalizing Face Forgery Detection With High-Frequency Features}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_end_18758,
  title = {{End-to-End Reconstruction-Classification Learning for Face Forgery Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2021_local_943,
  title = {{Local Relation Learning for Face Forgery Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/01081-local-relation-learning-for-face-forgery-detection/},
}

@inproceedings{cvpr2023_trufor_22423,
  title = {{TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21548},
}

@inproceedings{cvpr2024_rethinking_24643,
  title = {{Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30604},
}

@inproceedings{cvpr2020_doa_15330,
  title = {{DOA-GAN: Dual-Order Attentive Generative Adversarial Network for Image Copy-Move Forgery Detection and Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2017_action_12039,
  title = {{Action Unit Detection With Region Adaptation, Multi-Labeling Learning and Optimal Temporal Fusing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2023_dynamic_20860,
  title = {{Dynamic Graph Learning With Content-Guided Spatial-Frequency Relation Reasoning for Deepfake Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22326},
}

@inproceedings{aaai2019_cash_100176,
  title = {{Cash-Out User Detection Based on Attributed Heterogeneous Information Network with a Hierarchical Attention Mechanism}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/3884},
}

@inproceedings{cvpr2019_local_14475,
  title = {{Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{aaai2024_exposing_5927,
  title = {{Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27829},
}

@inproceedings{cvpr2022_learning_19205,
  title = {{Learning Second Order Local Anomaly for General Face Forgery Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_exploiting_16972,
  title = {{Exploiting Semantic Embedding and Visual Feature for Facial Action Unit Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2024_laa_23874,
  title = {{LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29417},
}

@inproceedings{cvpr2021_glancing_17081,
  title = {{Glancing at the Patch: Anomaly Localization With Global and Local Feature Comparison}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2024_learning_6447,
  title = {{Learning Discriminative Noise Guidance for Image Forgery Detection and Localization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28608},
}

@inproceedings{cvpr2024_unionformer_25142,
  title = {{UnionFormer: Unified-Learning Transformer with Multi-View Representation for Image Manipulation Detection and Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29281},
}

@inproceedings{aaai2024_mgqformer_6578,
  title = {{MGQFormer: Mask-Guided Query-Based Transformer for Image Manipulation Localization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28520},
}

@inproceedings{cvpr2024_napguard_24237,
  title = {{NAPGuard: Towards Detecting Naturalistic Adversarial Patches}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31555},
}

@inproceedings{aaai2024_catmullrom_5379,
  title = {{CatmullRom Splines-Based Regression for Image Forgery Localization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28548},
}

@inproceedings{aaai2025_mun_9883,
  title = {{MUN: Image Forgery Localization Based on M³ Encoder and UN Decoder}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32606},
}

@inproceedings{aaai2026_fine_105519,
  title = {{Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38275},
}

@inproceedings{aaai2025_critical_8559,
  title = {{Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32021},
}

@inproceedings{aaai2025_godds_9287,
  title = {{GODDS: The Global Online Deepfake Detection System}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35367},
}

@inproceedings{cvpr2025_dfm_25820,
  title = {{DFM: Differentiable Feature Matching for Anomaly Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34032},
}

@inproceedings{neurips2024_suitable_71931,
  title = {{Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95375},
}

@inproceedings{aaai2026_frequency_100071,
  title = {{Frequency Mining Empowered by Text Aggregation: A New Perspective on Document Image Tampering Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37122},
}

@inproceedings{aaai2025_g2ldetect_9262,
  title = {{G2LDetect: A Global-to-Local Approach for Hallucination Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/31985},
}

@inproceedings{iclr2026_exploring_86019,
  title = {{Exploring Specular Reflection Inconsistency for Generalizable Face Forgery Detection}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=KwXkLYmZvR},
}

@inproceedings{cvpr2026_diffusionff_97994,
  title = {{DiffusionFF: A Diffusion-based Framework for Joint Face Forgery Detection and Fine-Grained Artifact Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Peng_DiffusionFF_A_Diffusion-based_Framework_for_Joint_Face_Forgery_Detection_and_CVPR_2026_paper.html},
}

@inproceedings{aaai2026_bdlf_100043,
  title = {{BDLF-Qwen3: Enhanced Cross-Architecture Binary Function Similarity Detection Through Binary Dynamic Layer Fusion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37094},
}

@inproceedings{aaai2026_resproto_101172,
  title = {{ResProto-FD: Visual-Language Residual Prototype Sets for Generalized Face Forgery Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37473},
}