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2020 – today
- 2025
[i8]Zhun Wang, Vincent Siu, Zhe Ye, Tianneng Shi, Yuzhou Nie, Xuandong Zhao, Chenguang Wang, Wenbo Guo, Dawn Song:
AGENTFUZZER: Generic Black-Box Fuzzing for Indirect Prompt Injection against LLM Agents. CoRR abs/2505.05849 (2025)- [i7]Mengkang Hu, Yuhang Zhou, Wendong Fan, Yuzhou Nie, Bowei Xia, Tao Sun, Ziyu Ye, Zhaoxuan Jin, Yingru Li, Qiguang Chen, Zeyu Zhang, Yifeng Wang, Qianshuo Ye, Bernard Ghanem, Ping Luo, Guohao Li:
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation. CoRR abs/2505.23885 (2025) - [i6]Chengquan Guo, Yuzhou Nie, Chulin Xie, Zinan Lin, Wenbo Guo, Bo Li:
BlueCodeAgent: A Blue Teaming Agent Enabled by Automated Red Teaming for CodeGen AI. CoRR abs/2510.18131 (2025) - 2024
- [c3]Xuan Chen, Yuzhou Nie, Wenbo Guo, Xiangyu Zhang:
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search. NeurIPS 2024 - [i5]Yuzhou Nie, Yanting Wang, Jinyuan Jia, Michael J. De Lucia, Nathaniel D. Bastian, Wenbo Guo, Dawn Song:
TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation Models. CoRR abs/2405.16783 (2024) - [i4]Xuan Chen, Yuzhou Nie, Wenbo Guo, Xiangyu Zhang:
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search. CoRR abs/2406.08705 (2024) - [i3]Xuan Chen, Yuzhou Nie, Lu Yan, Yunshu Mao, Wenbo Guo, Xiangyu Zhang:
RL-JACK: Reinforcement Learning-powered Black-box Jailbreaking Attack against LLMs. CoRR abs/2406.08725 (2024) - [i2]Yu Yang, Yuzhou Nie, Zhun Wang, Yuheng Tang, Wenbo Guo, Bo Li, Dawn Song:
SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI. CoRR abs/2410.11096 (2024) - [i1]Yuzhou Nie, Zhun Wang, Ye Yu, Xian Wu, Xuandong Zhao, Wenbo Guo, Dawn Song:
PrivAgent: Agentic-based Red-teaming for LLM Privacy Leakage. CoRR abs/2412.05734 (2024) - 2022
- [c2]Yuzhou Nie, Chengyue Huang, Hailun Liang, Hongteng Xu:
Adversarial and Implicit Modality Imputation with Applications to Depression Early Detection. CICAI (2) 2022: 230-241 - [c1]Fengjiao Gong, Yuzhou Nie, Hongteng Xu:
Gromov-Wasserstein Multi-modal Alignment and Clustering. CIKM 2022: 603-613
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