@inproceedings{abdelnabi-etal-2026-llmail, title = "{LLM}ail-Inject: A Dataset from a Realistic Adaptive Prompt Injection Challenge", author = "Abdelnabi, Sahar and Fay, Aideen and Salem, Ahmed and Zverev, Egor and Liao, Kai-Chieh and Liu, Chi-Huang and Kuo, Chun Chih and Weigend, Jannis and Manlangit, Danyael and Apostolov, Alex and Umair, Haris and Donato, Jo{\~a}o and Kawakita, Masayuki and Mahboob, Athar and Bach, Tran Huu and Chiang, Tsun-Han and Cho, Myeongjin and Choi, Hajin and Kim, Byeonghyeon and Lee, Hyeonjin and Pannell, Benjamin and McCauley, Conor and Russinovich, Mark and Paverd, Andrew and Cherubin, Giovanni", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.514/", pages = "10757--10797", ISBN = "979-8-89176-462-0" }