Zhuo Zhang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 34

Top Topics

Learning Models

Constrained Optimization

Reverse Engineer

Top Venues

IEEE Symposium on Security and Privacy

USENIX Security Symposium

Publications

Zian Su, Xiangzhe Xu, Ziyang Huang, Zhuo Zhang, Yapeng Ye, Jianjun Huang, Xiangyu Zhang
CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking. CoRR (2024)
Chanwoo Bae, Guanhong Tao, Zhuo Zhang, Xiangyu Zhang
Threat Behavior Textual Search by Attention Graph Isomorphism. CoRR (2024)
Zian Su, Xiangzhe Xu, Ziyang Huang, Zhuo Zhang, Yapeng Ye, Jianjun Huang, Xiangyu Zhang
CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Xuwei Liu, Wei You, Yapeng Ye, Zhuo Zhang, Jianjun Huang, Xiangyu Zhang
FuzzInMem: Fuzzing Programs via In-memory Structures. ICSE (2024)
Guanhong Tao, Siyuan Cheng, Zhuo Zhang, Junmin Zhu, Guangyu Shen, Xiangyu Zhang
Opening A Pandora's Box: Things You Should Know in the Era of Custom GPTs. CoRR (2024)
Le Yu, Yapeng Ye, Zhuo Zhang, Xiangyu Zhang
Cost-effective Attack Forensics by Recording and Correlating File System Changes. USENIX Security Symposium (2024)
Guannan Wei, Danning Xie, Wuqi Zhang, Yongwei Yuan, Zhuo Zhang
Consolidating Smart Contracts with Behavioral Contracts. Proc. ACM Program. Lang. 8 (PLDI) (2024)
Guangyu Shen, Siyuan Cheng, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Lu Yan, Zhuo Zhang, Shiqing Ma, Xiangyu Zhang
Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia. CoRR (2024)
Chanwoo Bae, Guanhong Tao, Zhuo Zhang, Xiangyu Zhang
Threat Behavior Textual Search by Attention Graph Isomorphism. EACL (1) (2024)
Xiangzhe Xu, Shiwei Feng, Yapeng Ye, Guangyu Shen, Zian Su, Siyuan Cheng, Guanhong Tao, Qingkai Shi, Zhuo Zhang, Xiangyu Zhang
Improving Binary Code Similarity Transformer Models by Semantics-Driven Instruction Deemphasis. ISSTA (2023)
Yapeng Ye, Zhuo Zhang, Qingkai Shi, Yousra Aafer, Xiangyu Zhang
D-ARM: Disassembling ARM Binaries by Lightweight Superset Instruction Interpretation and Graph Modeling. SP (2023)
Zhuo Zhang, Brian Zhang, Wen Xu, Zhiqiang Lin
Demystifying Exploitable Bugs in Smart Contracts. ICSE (2023)
Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP. NeurIPS (2023)
Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP. CoRR (2023)
Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang
Make Them Spill the Beans! Coercive Knowledge Extraction from (Production) LLMs. CoRR (2023)
Xiangzhe Xu, Zhou Xuan, Shiwei Feng, Siyuan Cheng, Yapeng Ye, Qingkai Shi, Guanhong Tao, Le Yu, Zhuo Zhang, Xiangyu Zhang
PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model. CoRR (2023)
Zhuo Zhang, Guanhong Tao, Guangyu Shen, Shengwei An, Qiuling Xu, Yingqi Liu, Yapeng Ye, Yaoxuan Wu, Xiangyu Zhang
PELICAN: Exploiting Backdoors of Naturally Trained Deep Learning Models In Binary Code Analysis. USENIX Security Symposium (2023)
Xiangzhe Xu, Zhuo Zhang, Shiwei Feng, Yapeng Ye, Zian Su, Nan Jiang, Siyuan Cheng, Lin Tan, Xiangyu Zhang
LmPa: Improving Decompilation by Synergy of Large Language Model and Program Analysis. CoRR (2023)
Xiangzhe Xu, Zhou Xuan, Shiwei Feng, Siyuan Cheng, Yapeng Ye, Qingkai Shi, Guanhong Tao, Le Yu, Zhuo Zhang, Xiangyu Zhang
PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model. ESEC/SIGSOFT FSE (2023)
Zhuo Zhang, Zhiqiang Lin, Marcelo Morales, Xiangyu Zhang, Kaiyuan Zhang
Your Exploit is Mine: Instantly Synthesizing Counterattack Smart Contract. USENIX Security Symposium (2023)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang
Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense. CoRR (2022)
Xuwei Liu, Wei You, Zhuo Zhang, Xiangyu Zhang
TensileFuzz: facilitating seed input generation in fuzzing via string constraint solving. ISSTA (2022)
Guanhong Tao, Yingqi Liu, Siyuan Cheng, Shengwei An, Zhuo Zhang, Qiuling Xu, Guangyu Shen, Xiangyu Zhang
DECK: Model Hardening for Defending Pervasive Backdoors. CoRR (2022)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang
Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense. ICML (2022)
Zeinab El-Rewini, Zhuo Zhang, Yousra Aafer
Poirot: Probabilistically Recommending Protections for the Android Framework. CCS (2022)
Guanhong Tao, Yingqi Liu, Guangyu Shen, Qiuling Xu, Shengwei An, Zhuo Zhang, Xiangyu Zhang
Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security. IEEE Symposium on Security and Privacy (2022)
Guanhong Tao, Zhenting Wang, Siyuan Cheng, Shiqing Ma, Shengwei An, Yingqi Liu, Guangyu Shen, Zhuo Zhang, Yunshu Mao, Xiangyu Zhang
Backdoor Vulnerabilities in Normally Trained Deep Learning Models. CoRR (2022)
Le Yu, Shiqing Ma, Zhuo Zhang, Guanhong Tao, Xiangyu Zhang, Dongyan Xu, Vincent E. Urias, Han Wei Lin, Gabriela F. Ciocarlie, Vinod Yegneswaran, Ashish Gehani
ALchemist: Fusing Application and Audit Logs for Precise Attack Provenance without Instrumentation. NDSS (2021)
Yapeng Ye, Zhuo Zhang, Fei Wang, Xiangyu Zhang, Dongyan Xu
NetPlier: Probabilistic Network Protocol Reverse Engineering from Message Traces. NDSS (2021)
Zhuo Zhang, Wei You, Guanhong Tao, Yousra Aafer, Xuwei Liu, Xiangyu Zhang
StochFuzz: Sound and Cost-effective Fuzzing of Stripped Binaries by Incremental and Stochastic Rewriting. IEEE Symposium on Security and Privacy (2021)
Zhuo Zhang, Yapeng Ye, Wei You, Guanhong Tao, Wen-Chuan Lee, Yonghwi Kwon, Yousra Aafer, Xiangyu Zhang
OSPREY: Recovery of Variable and Data Structure via Probabilistic Analysis for Stripped Binary. IEEE Symposium on Security and Privacy (2021)
Wei You, Zhuo Zhang, Yonghwi Kwon, Yousra Aafer, Fei Peng, Yu Shi, Carson Harmon, Xiangyu Zhang
PMP: Cost-effective Forced Execution with Probabilistic Memory Pre-planning. IEEE Symposium on Security and Privacy (2020)
Kenneth A. Miller, Yonghwi Kwon, Yi Sun, Zhuo Zhang, Xiangyu Zhang, Zhiqiang Lin
Probabilistic disassembly. ICSE (2019)
Zhuo Zhang, Wei You, Guanhong Tao, Guannan Wei, Yonghwi Kwon, Xiangyu Zhang
BDA: practical dependence analysis for binary executables by unbiased whole-program path sampling and per-path abstract interpretation. Proc. ACM Program. Lang. 3 (OOPSLA) (2019)