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

@inproceedings{aaai2024_bad_5266,
  title = {{Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30214},
}

@inproceedings{aaai2023_a_3000,
  title = {{A Holistic Approach to Undesired Content Detection in the Real World}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26752},
}

@inproceedings{aaai2022_towards_2858,
  title = {{Towards Fine-Grained Reasoning for Fake News Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/05746-towards-fine-grained-reasoning-for-fake-news-detection/},
}

@inproceedings{iclr2024_can_34787,
  title = {{Can LLM-Generated Misinformation Be Detected?}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18287},
}

@inproceedings{aaai2024_llm_6403,
  title = {{LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29782},
}

@inproceedings{neurips2024_haloscope_73832,
  title = {{HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93676},
}

@inproceedings{aaai2025_dabl_8583,
  title = {{DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33277},
}

@inproceedings{aaai2025_is_9605,
  title = {{Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32089},
}

@inproceedings{iclr2024_detecting_35692,
  title = {{Detecting Pretraining Data from Large Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17381},
}

@inproceedings{aaai2025_srdc_10631,
  title = {{SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35080},
}

@inproceedings{aaai2025_collaborative_8453,
  title = {{Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32109},
}

@inproceedings{aaai2020_detecting_102959,
  title = {{Detecting Asks in Social Engineering Attacks: Impact of Linguistic and Structural Knowledge}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6269},
}

@inproceedings{neurips2024_truth_70210,
  title = {{Truth is Universal: Robust Detection of Lies in LLMs}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96876},
}

@inproceedings{aaai2025_combating_8461,
  title = {{Combating Phone Scams with LLM-based Detection: Where Do We Stand? (Student Abstract)}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35298},
}

@inproceedings{aaai2025_mia_9850,
  title = {{MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34939},
}

@inproceedings{aaai2020_trendnert_103062,
  title = {{TRENDNERT: A Benchmark for Trend and Downtrend Detection in a Scientific Domain}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6372},
}

@inproceedings{aaai2023_in_3896,
  title = {{In-Game Toxic Language Detection: Shared Task and Attention Residuals (Student Abstract)}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26979},
}

@inproceedings{aaai2025_scamnet_10691,
  title = {{ScamNet: Toward Explainable Large Language Model-Based Fraudulent Shopping Website Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35000},
}

@inproceedings{neurips2025_truth_79274,
  title = {{Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=ngxGNQE1M2},
}

@inproceedings{iclr2025_the_84009,
  title = {{The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/27816},
}

@inproceedings{aaai2026_factguard_99877,
  title = {{FACTGUARD: Event-Centric and Commonsense-Guided Fake News Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/36998},
}

@inproceedings{aaai2026_uncovering_99917,
  title = {{Uncovering Pretraining Code in LLMs: A Syntax-Aware Attribution Approach}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37038},
}

@inproceedings{aaai2026_phpfnd_99929,
  title = {{PHPFND: Detecting Fake News via Post-Hoc Processing of LLMs Hallucination}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37050},
}

@inproceedings{aaai2025_entity_8999,
  title = {{Entity Only vs. Inline Approaches: Evaluating LLMs for Adverse Drug Event Detection in Clinical Text (Student Abstract)}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35291},
}

@inproceedings{aaai2025_leveraging_9785,
  title = {{Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34517},
}