Xiangyu Zhang

Xiangyu Zhang

Purdue University

H-index: 64

North America-United States

About Xiangyu Zhang

Xiangyu Zhang, With an exceptional h-index of 64 and a recent h-index of 44 (since 2020), a distinguished researcher at Purdue University, specializes in the field of AI Security, Program analysis, Software Security.

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

Threat Behavior Textual Search by Attention Graph Isomorphism

CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking

ODSCAN: Backdoor Scanning for Object Detection Models

ParDiff: Practical Static Differential Analysis of Network Protocol Parsers

LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning

FuzzInMem: Fuzzing Programs via In-memory Structures

Pelican: Exploiting backdoors of naturally trained deep learning models in binary code analysis

Adversarial training of self-supervised monocular depth estimation against physical-world attacks

Xiangyu Zhang Information

University

Position

Professor of Computer Science

Citations(all)

14204

Citations(since 2020)

8477

Cited By

8520

hIndex(all)

64

hIndex(since 2020)

44

i10Index(all)

191

i10Index(since 2020)

157

Email

University Profile Page

Purdue University

Google Scholar

View Google Scholar Profile

Xiangyu Zhang Skills & Research Interests

AI Security

Program analysis

Software Security

Top articles of Xiangyu Zhang

Title

Journal

Author(s)

Publication Date

Threat Behavior Textual Search by Attention Graph Isomorphism

Chanwoo Bae

Guanhong Tao

Zhuo Zhang

Xiangyu Zhang

2024/3

CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking

arXiv preprint arXiv:2402.11842

Zian Su

Xiangzhe Xu

Ziyang Huang

Zhuo Zhang

Yapeng Ye

...

2024/2/19

ODSCAN: Backdoor Scanning for Object Detection Models

Siyuan Cheng

Guangyu Shen

Guanhong Tao

Kaiyuan Zhang

Zhuo Zhang

...

2024/2/1

ParDiff: Practical Static Differential Analysis of Network Protocol Parsers

MINGWEI ZHENG

QINGKAI SHI

XUWEI LIU

XIANGZHE XU

LE YU

...

2024

LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning

arXiv preprint arXiv:2403.17188

Siyuan Cheng

Guanhong Tao

Yingqi Liu

Guangyu Shen

Shengwei An

...

2024/3/25

FuzzInMem: Fuzzing Programs via In-memory Structures

Xuwei Liu

Wei You

Yapeng Ye

Zhuo Zhang

Jianjun Huang

...

2024/3/6

Pelican: Exploiting backdoors of naturally trained deep learning models in binary code analysis

Zhuo Zhang

Guanhong Tao

Guangyu Shen

Shengwei An

Qiuling Xu

...

2023

Adversarial training of self-supervised monocular depth estimation against physical-world attacks

Zhiyuan Cheng

James Liang

Guanhong Tao

Dongfang Liu

Xiangyu Zhang

2023/1/31

ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes

Shengwei An

Yuan Yao

Qiuling Xu

Shiqing Ma

Guanhong Tao

...

2023/5/21

ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP

arXiv preprint arXiv:2308.02122

Lu Yan

Zhuo Zhang

Guanhong Tao

Kaiyuan Zhang

Xuan Chen

...

2023/8/4

: Detoxing Deep Learning Dataset

Lu Yan

Siyuan Cheng

Guangyu Shen

Guanhong Tao

Xuan Chen

...

2023/10/28

Make Them Spill the Beans! Coercive Knowledge Extraction from (Production) LLMs

arXiv preprint arXiv:2312.04782

Zhuo Zhang

Guangyu Shen

Guanhong Tao

Siyuan Cheng

Xiangyu Zhang

2023/12/8

Hard-label black-box universal adversarial patch attack

Guanhong Tao

Shengwei An

Siyuan Cheng

Guangyu Shen

Xiangyu Zhang

2023

BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense

arXiv preprint arXiv:2301.06241

Siyuan Cheng

Guanhong Tao

Yingqi Liu

Shengwei An

Xiangzhe Xu

...

2023/1/16

Extracting Protocol Format as State Machine via Controlled Static Loop Analysis

Qingkai Shi

Xiangzhe Xu

Xiangyu Zhang

2023

Distribution preserving backdoor attack in self-supervised learning

Guanhong Tao

Zhenting Wang

Shiwei Feng

Guangyu Shen

Shiqing Ma

...

2023/10/17

NodeRT: Detecting Races in Node. js Applications Practically

Jingyao Zhou

Lei Xu

Gongzheng Lu

Weifeng Zhang

Xiangyu Zhang

2023/7/12

Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift

Proceedings of the AAAI Conference on Artificial Intelligence

Shengwei An

Sheng-Yen Chou

Kaiyuan Zhang

Qiuling Xu

Guanhong Tao

...

2024/3/24

Detecting Backdoors in Pre-trained Encoders

Shiwei Feng

Guanhong Tao

Siyuan Cheng

Guangyu Shen

Xiangzhe Xu

...

2023

Your exploit is mine: Instantly synthesizing counterattack smart contract

Zhuo Zhang

Zhiqiang Lin

Marcelo Morales

Xiangyu Zhang

Kaiyuan Zhang

2023

See List of Professors in Xiangyu Zhang University(Purdue University)