@article{jiaxiang2026,
title = {Over-reasoning as a Vulnerability: Neuron Activation-Guided Denial-of-Service Attacks on Large Reasoning Models},
author = {Li, Jiaxiang and Wei, Zhipeng and Qian, Tianwen and Wu, Yuanbin and Hu, Xianming and Wang, Xiaoling},
journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
year = {2026},
month = {Jan},
doi = {10.18653/2026.emnlp-main.1195},
url = {https://doi.org/10.18653/2026.emnlp-main.1195},
}
Li, Jiaxiang et al. (2026). Over-reasoning as a Vulnerability: Neuron Activation-Guided Denial-of-Service Attacks on Large Reasoning Models. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. https://doi.org/10.18653/2026.emnlp-main.1195
Li, Jiaxiang, et al.. "Over-reasoning as a Vulnerability: Neuron Activation-Guided Denial-of-Service Attacks on Large Reasoning Models." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, 2026, https://doi.org/10.18653/2026.emnlp-main.1195.
Li, Jiaxiang, et al.. "Over-reasoning as a Vulnerability: Neuron Activation-Guided Denial-of-Service Attacks on Large Reasoning Models." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (2026). https://doi.org/10.18653/2026.emnlp-main.1195
Li, Jiaxiang et al., 2026. Over-reasoning as a Vulnerability: Neuron Activation-Guided Denial-of-Service Attacks on Large Reasoning Models. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. Available at: <https://doi.org/10.18653/2026.emnlp-main.1195>.
TY - JOUR
TI - Over-reasoning as a Vulnerability: Neuron Activation-Guided Denial-of-Service Attacks on Large Reasoning Models
AU - Li, Jiaxiang
AU - Wei, Zhipeng
AU - Qian, Tianwen
AU - Wu, Yuanbin
AU - Hu, Xianming
AU - Wang, Xiaoling
PY - 2026
JO - Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
DO - 10.18653/2026.emnlp-main.1195
UR - https://doi.org/10.18653/2026.emnlp-main.1195
ER -