| 2026 | AAAI | Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers. | Liang Lin, Miao Yu, Kaiwen Luo, Yibo Zhang, Lilan Peng, Dexian Wang, Xuehai Tang, Yuanhe Zhang, Xikang Yang, Zhenhong Zhou, Kun Wang, Yang Liu |
| 2026 | ACL | SEE: Signal Embedding Energy for Quantifying Noise Interference in Large Audio Language Models. | Yuanhe Zhang, Jiayu Tian, Yibo Zhang, Shilinlu Yan, Liang Lin, Zhenhong Zhou, Li Sun, Sen Su |
| 2026 | ACL | CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models. | Zhenhong Zhou, Zherui Li, Jie Zhang, Yuanhe Zhang, Kun Wang, Yang Liu, Qing Guo |
| 2025 | ACL | Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings. | Yuanhe Zhang, Zhenhong Zhou, Wei Zhang, Xinyue Wang, Xiaojun Jia, Yang Liu, Sen Su |
| 2025 | EMNLP | PD³F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models. | Yuanhe Zhang, Xinyue Wang, Haoran Gao, Zhenhong Zhou, Fanyu Meng, Yuyao Zhang, Sen Su |
| 2025 | EMNLP | DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent. | Pengyu Zhu, Zhenhong Zhou, Yuanhe Zhang, Shilinlu Yan, Kun Wang, Sen Su |
| 2025 | ICML | LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently. | Yuanhe Zhang, Fanghui Liu, Yudong Chen |