@proceedings{llmsec-ws-2025-1,
    title = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.0/",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{cai-etal-2025-utf,
    title = "{UTF}: Under-trained Tokens as Fingerprints {---}{---} a Novel Approach to {LLM} Identification",
    author = "Cai, Jiacheng  and
      Yu, Jiahao  and
      Shao, Yangguang  and
      Wu, Yuhang  and
      Xing, Xinyu",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.1/",
    pages = "1--6",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{sorkhpour-etal-2025-redhit,
    title = "{R}ed{H}it: Adaptive Red-Teaming of Large Language Models via Search, Reasoning, and Preference Optimization",
    author = "Sorkhpour, Mohsen  and
      Yazdinejad, Abbas  and
      Dehghantanha, Ali",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.2/",
    pages = "7--16",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{cisneros-velarde-2025-using,
    title = "Using Humor to Bypass Safety Guardrails in Large Language Models",
    author = "Cisneros-Velarde, Pedro",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.3/",
    pages = "17--25",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{huang-etal-2025-longsafety,
    title = "{L}ong{S}afety: Enhance Safety for Long-Context {LLM}s",
    author = "Huang, Mianqiu  and
      Liu, Xiaoran  and
      Zhou, Shaojun  and
      Zhang, Mozhi  and
      Guo, Qipeng  and
      Li, Linyang  and
      Wang, Pengyu  and
      Gao, Yang  and
      Tan, Chenkun  and
      Li, Linlin  and
      Liu, Qun  and
      Zhou, Yaqian  and
      Qiu, Xipeng  and
      Huang, Xuanjing",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.4/",
    pages = "26--47",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{ul-abedin-etal-2025-arithmattack,
    title = "{A}rithm{A}ttack: Evaluating Robustness of {LLM}s to Noisy Context in Math Problem Solving",
    author = "Ul Abedin, Zain  and
      Qamar, Shahzeb  and
      Flek, Lucie  and
      Karimi, Akbar",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.5/",
    pages = "48--53",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{upadhayay-behzadan-2025-x,
    title = "{X}-Guard: Multilingual Guard Agent for Content Moderation",
    author = "Upadhayay, Bibek  and
      Behzadan, Vahid",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.6/",
    pages = "54--86",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{le-jeune-etal-2025-realharm,
    title = "{R}eal{H}arm: A Collection of Real-World Language Model Application Failures",
    author = "Le Jeune, Pierre  and
      Liu, Jiaen  and
      Rossi, Luca  and
      Dora, Matteo",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.7/",
    pages = "87--100",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{hackett-etal-2025-bypassing,
    title = "Bypassing {LLM} Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems",
    author = "Hackett, William  and
      Birch, Lewis  and
      Trawicki, Stefan  and
      Suri, Neeraj  and
      Garraghan, Peter",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.8/",
    pages = "101--114",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{li-etal-2025-1,
    title = "1-2-3 Check: Enhancing Contextual Privacy in {LLM} via Multi-Agent Reasoning",
    author = "Li, Wenkai  and
      Sun, Liwen  and
      Guan, Zhenxiang  and
      Zhou, Xuhui  and
      Sap, Maarten",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.9/",
    pages = "115--128",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{fraser-etal-2025-fine,
    title = "Fine-Tuning Lowers Safety and Disrupts Evaluation Consistency",
    author = "Fraser, Kathleen C.  and
      Dawkins, Hillary  and
      Nejadgholi, Isar  and
      Kiritchenko, Svetlana",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.10/",
    pages = "129--141",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{li-etal-2025-spade,
    title = "{SPADE}: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection",
    author = "Li, Haoyi  and
      Yuan, Angela  and
      Han, Soyeon  and
      Leckie, Chirstopher",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.11/",
    pages = "142--167",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{krishna-etal-2025-weakest,
    title = "Weakest Link in the Chain: Security Vulnerabilities in Advanced Reasoning Models",
    author = "Krishna, Arjun  and
      Galinkin, Erick  and
      Rastogi, Aaditya",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.12/",
    pages = "168--175",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{kholkar-ahuja-2025-capture,
    title = "{CAPTURE}: Context-Aware Prompt Injection Testing and Robustness Enhancement",
    author = "Kholkar, Gauri  and
      Ahuja, Ratinder",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.13/",
    pages = "176--188",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{tasawong-etal-2025-shortcut,
    title = "Shortcut Learning in Safety: The Impact of Keyword Bias in Safeguards",
    author = "Tasawong, Panuthep  and
      Laosaengpha, Napat  and
      Ponwitayarat, Wuttikorn  and
      Lim, Sitiporn  and
      Manakul, Potsawee  and
      Cahyawijaya, Samuel  and
      Udomcharoenchaikit, Can  and
      Limkonchotiwat, Peerat  and
      Chuangsuwanich, Ekapol  and
      Nutanong, Sarana",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.14/",
    pages = "189--197",
    ISBN = "979-8-89176-279-4"
}
@inproceedings{derner-batistic-2025-beyond,
    title = "Beyond Words: Multilingual and Multimodal Red Teaming of {MLLM}s",
    author = "Derner, Erik  and
      Batisti{\v{c}}, Kristina",
    editor = "Derczynski, Leon  and
      Novikova, Jekaterina  and
      Chen, Muhao",
    booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2025.llmsec-1.15/",
    pages = "198--206",
    ISBN = "979-8-89176-279-4"
}