Huichen Li

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 15

Top Topics

Gradient Estimation

Vehicle Detection

Efficient Search

Query Processing

Top Venues

IEEE Symposium on Security and Privacy

Publications

Huichen Li, Linyi Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li
Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks. CoRR (2021)
George Gunter, Huichen Li, Avesta Hojjati, Matthew Nice, Matthew R. Bunting, Carl A. Gunter, Bo Li, Jonathan Sprinkle, Daniel B. Work
Compromised ACC vehicles can degrade current mixed-autonomy traffic performance while remaining stealthy against detection. CoRR (2021)
Huichen Li, Linyi Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li
Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks. AISTATS (2021)
Xiaojun Xu, Qi Wang, Huichen Li, Nikita Borisov, Carl A. Gunter, Bo Li
Detecting AI Trojans Using Meta Neural Analysis. IEEE Symposium on Security and Privacy (2021)
James Tu, Huichen Li, Xinchen Yan, Mengye Ren, Yun Chen, Ming Liang, Eilyan Bitar, Ersin Yumer, Raquel Urtasun
Exploring Adversarial Robustness of Multi-sensor Perception Systems in Self Driving. CoRL (2021)
Mantas Mazeika, Dan Hendrycks, Huichen Li, Xiaojun Xu, Sidney Q. Hough, Andy Zou, Arezoo Rajabi, Qi Yao, Zihao Wang, Jian Tian, Yao Tang, Di Tang, Roman Smirnov, Pavel Pleskov, Nikita Benkovich, Dawn Song, Radha Poovendran, Bo Li, David A. Forsyth
The Trojan Detection Challenge. NeurIPS (Competition and Demos) (2021)
Jiawei Zhang, Linyi Li, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li
Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation. CoRR (2021)
James Tu, Huichen Li, Xinchen Yan, Mengye Ren, Yun Chen, Ming Liang, Eilyan Bitar, Ersin Yumer, Raquel Urtasun
Exploring Adversarial Robustness of Multi-Sensor Perception Systems in Self Driving. CoRR (2021)
Jiawei Zhang, Linyi Li, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li
Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation. ICML (2021)
Huichen Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li
QEBA: Query-Efficient Boundary-Based Blackbox Attack. CVPR (2020)
Huichen Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li
QEBA: Query-Efficient Boundary-Based Blackbox Attack. CoRR (2020)
Xiaojun Xu, Qi Wang, Huichen Li, Nikita Borisov, Carl A. Gunter, Bo Li
Detecting AI Trojans Using Meta Neural Analysis. CoRR (2019)
Mingjie Sun, Jian Tang, Huichen Li, Bo Li, Chaowei Xiao, Yao Chen, Dawn Song
Data Poisoning Attack against Unsupervised Node Embedding Methods. CoRR (2018)
Huichen Li, Xiaojun Xu, Chang Liu, Teng Ren, Kun Wu, Xuezhi Cao, Weinan Zhang, Yong Yu, Dawn Song
A Machine Learning Approach to Prevent Malicious Calls over Telephony Networks. IEEE Symposium on Security and Privacy (2018)
Huichen Li, Xiaojun Xu, Chang Liu, Teng Ren, Kun Wu, Xuezhi Cao, Weinan Zhang, Yong Yu, Dawn Song
A Machine Learning Approach To Prevent Malicious Calls Over Telephony Networks. CoRR (2018)