Neil Zhenqiang Gong

Associate Professor, Duke University

Joined

September 2020

Names

Neil Zhenqiang Gong (Preferred)

Neil Gong

Emails

****@gmail.com (Confirmed)

****@duke.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Duke University (duke.edu)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Dawn Song

Present

Expertise

AI Security; AI Safety

Present

Publications

Robustness of Vision Foundation Models to Common Perturbations
Hongbin Liu, Zhengyuan Jiang, Cheng Hong, Neil Zhenqiang Gong
- 6thAdvML
- Readers: Everyone
A Framework for Formalizing LLM Agent Security
Vincent Siu, Jingxuan He, Kyle Montgomery, Zhun Wang, Neil Zhenqiang Gong, Chenguang Wang, Dawn Song
- ICLR 2026 AIWILD
- Readers: Everyone
A Survey on Model Extraction Attacks and Defenses for Large Language Models
Kaixiang Zhao, Lincan Li, Kaize Ding, Neil Zhenqiang Gong, Yue Zhao, Yushun Dong
- Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining
- Readers: Everyone
PIShield: Detecting Prompt Injection Attacks via Intrinsic LLM Features
Wei Zou, Yupei Liu, Yanting Wang, Ying Chen, Neil Gong, Jinyuan Jia
- CoRR 2025
- Readers: Everyone
WAInjectBench: Benchmarking Prompt Injection Detections for Web Agents
Yinuo Liu, Ruohan Xu, Xilong Wang, Yuqi Jia, Neil Zhenqiang Gong
- CoRR 2025
- Readers: Everyone
EditTrack: Detecting and Attributing AI-assisted Image Editing
Zhengyuan Jiang, Yuyang Zhang, Moyang Guo, Neil Zhenqiang Gong
- CoRR 2025
- Readers: Everyone
PromptLocate: Localizing Prompt Injection Attacks
Yuqi Jia, Yupei Liu, Zedian Shao, Jinyuan Jia, Neil Zhenqiang Gong
- CoRR 2025
- Readers: Everyone
TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models
Yue Huang, Chujie Gao, Siyuan Wu, Haoran Wang, Xiangqi Wang, Jiayi Ye, Yujun Zhou, Yanbo Wang, Jiawen Shi, Qihui Zhang, Han Bao, Zhaoyi Liu, Yuan Li, Tianrui Guan, Peiran Wang, Haomin Zhuang, Dongping Chen, Kehan Guo, Andy Zou, Bryan Hooi et al. (44 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
A2ASecBench: A Protocol-Aware Security Benchmark for Agent-to-Agent Multi-Agent Systems
Tianhao Li, Chuangxin Chu, Yujia Zheng, Bohan Zhang, Neil Zhenqiang Gong, Chaowei Xiao
- ICLR 2026 Poster
- Readers: Everyone
AlignSentinel: Alignment-Aware Detection of Prompt Injection Attacks
Yuqi Jia, Ruiqi Wang, Xilong Wang, Chong Xiang, Neil Zhenqiang Gong
- Submitted to ICLR 2026
- Readers: Everyone

View all 327 publications

Co-Authors

View all 483 co-authors