@inproceedings{jia-etal-2026-gcotd, title = "{GC}o{TD}: A Non-Intrusive Diagnostic Pipeline for Black-Box {LLM} Backdoor Detection via Graph Chain-of-Thought", author = "Jia, Chengyu and MaungMaung, AprilPyone and Nguyen, Huy H. and Echizen, Isao and Chen, Jinyin", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-aacl.207/", pages = "4106--4127", ISBN = "979-8-89176-444-6" }