Hao Chen

Hao Chen

University of California, Davis

H-index: 46

North America-United States

About Hao Chen

Hao Chen, With an exceptional h-index of 46 and a recent h-index of 29 (since 2020), a distinguished researcher at University of California, Davis, specializes in the field of AI security, Fuzzing, Software Security.

His recent articles reflect a diverse array of research interests and contributions to the field:

Improving Adversarial Transferability via Intermediate-level Perturbation Decay

IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation

Intrusion Detection at Scale with the Assistance of a Command-line Language Model

Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly

Making Substitute Models More Bayesian Can Enhance Transferability of Adversarial Examples

Improving Transferability of Adversarial Examples via Bayesian Attacks

PromptBench: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

Understanding Programs by Exploiting (Fuzzing) Test Cases

Hao Chen Information

University

Position

Professor of Computer Science

Citations(all)

12595

Citations(since 2020)

4383

Cited By

9982

hIndex(all)

46

hIndex(since 2020)

29

i10Index(all)

78

i10Index(since 2020)

51

Email

University Profile Page

University of California, Davis

Google Scholar

View Google Scholar Profile

Hao Chen Skills & Research Interests

AI security

Fuzzing

Software Security

Top articles of Hao Chen

Title

Journal

Author(s)

Publication Date

Improving Adversarial Transferability via Intermediate-level Perturbation Decay

Advances in Neural Information Processing Systems

Qizhang Li

Yiwen Guo

Wangmeng Zuo

Hao Chen

2024/2/13

IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation

arXiv preprint arXiv:2402.05256

Yuyang Rong

Zhanghan Yu

Zhenkai Weng

Stephen Neuendorffer

Hao Chen

2024/2/7

Intrusion Detection at Scale with the Assistance of a Command-line Language Model

arXiv preprint arXiv:2404.13402

Jiongliang Lin

Yiwen Guo

Hao Chen

2024/4/20

Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly

Advances in Neural Information Processing Systems

Qizhang Li

Yiwen Guo

Wangmeng Zuo

Hao Chen

2024/2/13

Making Substitute Models More Bayesian Can Enhance Transferability of Adversarial Examples

Qizhang Li

Yiwen Guo

Wangmeng Zuo

Hao Chen

2023

Improving Transferability of Adversarial Examples via Bayesian Attacks

arXiv preprint arXiv:2307.11334

Qizhang Li

Yiwen Guo

Xiaochen Yang

Wangmeng Zuo

Hao Chen

2023/7/21

PromptBench: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

arXiv preprint arXiv:2306.04528

Kaijie Zhu

Jindong Wang

Jiaheng Zhou

Zichen Wang

Hao Chen

...

2023/6/7

Understanding Programs by Exploiting (Fuzzing) Test Cases

Jianyu Zhao

Yuyang Rong

Yiwen Guo

Yifeng He

Hao Chen

2023/5/23

Hopper: Interpretative Fuzzing for Libraries

Peng Chen

Yuxuan Xie

Yunlong Lyu

Yuxiao Wang

Hao Chen

2023/11/15

MHCN: A Hyperbolic Neural Network Model for Multi-view Hierarchical Clustering

Fangfei Lin

Bing Bai

Yiwen Guo

Hao Chen

Yazhou Ren

...

2023

The Program Testing Ability of Large Language Models for Code

arXiv preprint arXiv:2310.05727

Weimin Xiong

Yiwen Guo

Hao Chen

2023/10/9

Squeeze Training for Adversarial Robustness

Qizhang Li

Yiwen Guo

Wangmeng Zuo

Hao Chen

2023

Code Representation Pre-training with Complements from Program Executions

arXiv preprint arXiv:2309.09980

Jiabo Huang

Jianyu Zhao

Yuyang Rong

Yiwen Guo

Yifeng He

...

2023/9/4

ConcSpectre: Be Aware of Forthcoming Malware Hidden in Concurrent Programs

IEEE Transactions on Reliability

Yang Liu

Zisen Xu

Ming Fan

Yu Hao

Kai Chen

...

2022/4/22

Valkyrie: Improving Fuzzing Performance Through Deterministic Techniques

Yuyang Rong

Chibin Zhang

Jianzhong Liu

Hao Chen

2022/12/5

Feder: communication-efficient byzantine-robust federated learning

ICLR Workshop on Socially Responsible Machine Learning (SRML),

Yukun Jiang

Xiaoyu Gao

Hao Chen

Neil Zhenqiang Gong

2022/4

AflIot: Fuzzing on linux-based IoT device with binary-level instrumentation

Computers & Security

Xuechao Du

Andong Chen

Boyuan He

Hao Chen

Fan Zhang

...

2022/11/1

Privacy and Security

ACM SIGCAS Computers and Society

Carl S Guynes

Grichard G Vedder

Michael T Vanecek

1996/3/1

Membership Inference Attack in Face of Data Transformations

Jiyu Chen

Yiwen Guo

Hao Chen

Neil Gong

2022/10/3

Task-optimized User Clustering based on Mobile App Usage for Cold-start Recommendations

Bulou Liu

Bing Bai

Weibang Xie

Yiwen Guo

Hao Chen

2022/8/14

See List of Professors in Hao Chen University(University of California, Davis)

Co-Authors

H-index: 100
David Wagner

David Wagner

University of California, Berkeley

H-index: 70
Prasant Mohapatra

Prasant Mohapatra

University of California, Davis

H-index: 54
Chen-Nee Chuah

Chen-Nee Chuah

University of California, Davis

H-index: 44
Vladimir Filkov

Vladimir Filkov

University of California, Davis

H-index: 26
Min Yang (杨珉)

Min Yang (杨珉)

Fudan University

H-index: 19
Yuan Zhang

Yuan Zhang

Fudan University

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