Zhuo Zhang

According to our database, Zhuo Zhang authored at least 28 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Zian Su, Xiangzhe Xu, Ziyang Huang, Zhuo Zhang, Yapeng Ye, Jianjun Huang, Xiangyu Zhang

CoRR, 2024

Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia.

Guangyu Shen, Siyuan Cheng, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Lu Yan, Zhuo Zhang, Shiqing Ma, Xiangyu Zhang

CoRR, 2024

Opening A Pandora's Box: Things You Should Know in the Era of Custom GPTs.

Guanhong Tao, Siyuan Cheng, Zhuo Zhang, Junmin Zhu, Guangyu Shen, Xiangyu Zhang

CoRR, 2024

Threat Behavior Textual Search by Attention Graph Isomorphism.

Chanwoo Bae, Guanhong Tao, Zhuo Zhang, Xiangyu Zhang

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

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

Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang

CoRR, 2023

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

Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang

CoRR, 2023

LmPa: Improving Decompilation by Synergy of Large Language Model and Program Analysis.

Xiangzhe Xu, Zhuo Zhang, Shiwei Feng, Yapeng Ye, Zian Su, Nan Jiang, Siyuan Cheng, Lin Tan, Xiangyu Zhang

CoRR, 2023

PELICAN: Exploiting Backdoors of Naturally Trained Deep Learning Models In Binary Code Analysis.

Zhuo Zhang, Guanhong Tao, Guangyu Shen, Shengwei An, Qiuling Xu, Yingqi Liu, Yapeng Ye, Yaoxuan Wu, Xiangyu Zhang

Proceedings of the 32nd USENIX Security Symposium, 2023

Your Exploit is Mine: Instantly Synthesizing Counterattack Smart Contract.

Zhuo Zhang, Zhiqiang Lin, Marcelo Morales, Xiangyu Zhang, Kaiyuan Zhang

Proceedings of the 32nd USENIX Security Symposium, 2023

D-ARM: Disassembling ARM Binaries by Lightweight Superset Instruction Interpretation and Graph Modeling.

Yapeng Ye, Zhuo Zhang, Qingkai Shi, Yousra Aafer, Xiangyu Zhang

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model.

Xiangzhe Xu, Zhou Xuan, Shiwei Feng, Siyuan Cheng, Yapeng Ye, Qingkai Shi, Guanhong Tao, Le Yu, Zhuo Zhang, Xiangyu Zhang

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

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

Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Improving Binary Code Similarity Transformer Models by Semantics-Driven Instruction Deemphasis.

Xiangzhe Xu, Shiwei Feng, Yapeng Ye, Guangyu Shen, Zian Su, Siyuan Cheng, Guanhong Tao, Qingkai Shi, Zhuo Zhang, Xiangyu Zhang

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Demystifying Exploitable Bugs in Smart Contracts.

Zhuo Zhang, Brian Zhang, Wen Xu, Zhiqiang Lin

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

2022

Backdoor Vulnerabilities in Normally Trained Deep Learning Models.

Guanhong Tao, Zhenting Wang, Siyuan Cheng, Shiqing Ma, Shengwei An, Yingqi Liu, Guangyu Shen, Zhuo Zhang, Yunshu Mao, Xiangyu Zhang

CoRR, 2022

DECK: Model Hardening for Defending Pervasive Backdoors.

Guanhong Tao, Yingqi Liu, Siyuan Cheng, Shengwei An, Zhuo Zhang, Qiuling Xu, Guangyu Shen, Xiangyu Zhang

CoRR, 2022

Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense.

Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang

CoRR, 2022

Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security.

Guanhong Tao, Yingqi Liu, Guangyu Shen, Qiuling Xu, Shengwei An, Zhuo Zhang, Xiangyu Zhang

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

TensileFuzz: facilitating seed input generation in fuzzing via string constraint solving.

Xuwei Liu, Wei You, Zhuo Zhang, Xiangyu Zhang

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense.

Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang

Proceedings of the International Conference on Machine Learning, 2022

Poirot: Probabilistically Recommending Protections for the Android Framework.

Zeinab El-Rewini, Zhuo Zhang, Yousra Aafer

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

OSPREY: Recovery of Variable and Data Structure via Probabilistic Analysis for Stripped Binary.

Zhuo Zhang, Yapeng Ye, Wei You, Guanhong Tao, Wen-Chuan Lee, Yonghwi Kwon, Yousra Aafer, Xiangyu Zhang

Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

StochFuzz: Sound and Cost-effective Fuzzing of Stripped Binaries by Incremental and Stochastic Rewriting.

Zhuo Zhang, Wei You, Guanhong Tao, Yousra Aafer, Xuwei Liu, Xiangyu Zhang

Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

ALchemist: Fusing Application and Audit Logs for Precise Attack Provenance without Instrumentation.

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

Proceedings of the 28th Annual Network and Distributed System Security Symposium, 2021

NetPlier: Probabilistic Network Protocol Reverse Engineering from Message Traces.

Yapeng Ye, Zhuo Zhang, Fei Wang, Xiangyu Zhang, Dongyan Xu

Proceedings of the 28th Annual Network and Distributed System Security Symposium, 2021

2020

PMP: Cost-effective Forced Execution with Probabilistic Memory Pre-planning.

Wei You, Zhuo Zhang, Yonghwi Kwon, Yousra Aafer, Fei Peng, Yu Shi, Carson Harmon, Xiangyu Zhang

Proceedings of the 2020 IEEE Symposium on Security and Privacy, 2020

2019

BDA: practical dependence analysis for binary executables by unbiased whole-program path sampling and per-path abstract interpretation.

Zhuo Zhang, Wei You, Guanhong Tao, Guannan Wei, Yonghwi Kwon, Xiangyu Zhang

Proc. ACM Program. Lang., 2019

Probabilistic disassembly.

Kenneth A. Miller, Yonghwi Kwon, Yi Sun, Zhuo Zhang, Xiangyu Zhang, Zhiqiang Lin

Proceedings of the 41st International Conference on Software Engineering, 2019