AdversarialCoT: Single-Document Retrieval Poisoning for LLM Reasoning.

@inproceedings{song-2026-adversarialcot, author = {Hongru Song and Zhi Tang and Ander Barrena and Ruqing Zhang and Xiaozhong Liu and Yingnan Xiao and Yu-An Liu and Ander Barrena and Ruqing Zhang and Xiaozhong Liu and Jiafeng Guo and Nevenka Dimitrova and Hongru Song and Zhi Tang and Jiafeng Guo and Nevenka Dimitrova and Yingnan Xiao and Yu-An Liu and Maarten de Rijke and Ander Barrena and Ruqing Zhang and Xiaozhong Liu and Yixing Fan and Xueqi Cheng}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{AdversarialCoT: Single-Document Retrieval Poisoning for LLM Reasoning}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {4145--4150}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809838}, doi = {https://doi.org/10.1145/3805712.3809838} }