Zhuo Zhang - RankMe

56 papers A* 27A 4Journal 20Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Systematic Threat Modeling of LLM Applications. SIGSOFT FSE Companion Guanhong Tao, Siyuan Cheng, Zhuo Zhang, Junmin Zhu, Guangyu Shen, Wanjing Han, Mu Zhang, Xiangyu Zhang
2025	J	`jnl`	ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants. CoRR Xiangzhe Xu, Guangyu Shen, Zian Su, Siyuan Cheng, Hanxi Guo, Lu Yan, Xuan Chen, Jiasheng Jiang, Xiaolong Jin, Chengpeng Wang, Zhuo Zhang, Xiangyu Zhang
2025	A*	`conf`	An Empirical Study of Proxy Contracts at the Ethereum Ecosystem Scale. ICSE Mengya Zhang, Preksha Shukla, Wuqi Zhang, Zhuo Zhang, Pranav Agrawal, Zhiqiang Lin, Xiangyu Zhang, Xiaokuan Zhang
2025	A*	`conf`	BAIT: Large Language Model Backdoor Scanning by Inverting Attack Target. SP Guangyu Shen, Siyuan Cheng, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Hanxi Guo, Lu Yan, Xiaolong Jin, Shengwei An, Shiqing Ma, Xiangyu Zhang
2025	J	`jnl`	BugScope: Learn to Find Bugs Like Human. CoRR Jinyao Guo, Chengpeng Wang, Dominic Deluca, Jinjie Liu, Zhuo Zhang, Xiangyu Zhang
2025	—	`conf`	Exploiting the Shadows: Unveiling Privacy Leaks through Lower-Ranked Tokens in Large Language Models. ACL (1) Yuan Zhou, Zhuo Zhang, Xiangyu Zhang
2025	A*	`conf`	FairChecker: Detecting Fund-Stealing Bugs in DeFi Protocols via Fairness Validation. ICSE Yi Sun, Zhuo Zhang, Xiangyu Zhang
2025	J	`jnl`	From Poisoned to Aware: Fostering Backdoor Self-Awareness in LLMs. CoRR Guangyu Shen, Siyuan Cheng, Xiangzhe Xu, Yuan Zhou, Hanxi Guo, Zhuo Zhang, Xiangyu Zhang
2025	J	`jnl`	MGC: A Compiler Framework Exploiting Compositional Blindness in Aligned LLMs for Malware Generation. CoRR Lu Yan, Zhuo Zhang, Xiangzhe Xu, Shengwei An, Guangyu Shen, Zhou Xuan, Xuan Chen, Xiangyu Zhang
2025	A*	`conf`	Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis. EMNLP Hanxi Guo, Siyuan Cheng, Xiaolong Jin, Zhuo Zhang, Guangyu Shen, Kaiyuan Zhang, Shengwei An, Guanhong Tao, Xiangyu Zhang
2025	A*	`conf`	Unleashing the Power of Generative Model in Recovering Variable Names from Stripped Binary. NDSS Xiangzhe Xu, Zhuo Zhang, Zian Su, Ziyang Huang, Shiwei Feng, Yapeng Ye, Nan Jiang, Danning Xie, Siyuan Cheng, Lin Tan, Xiangyu Zhang
2024	J	`jnl`	ASPIRER: Bypassing System Prompts With Permutation-based Backdoors in LLMs. CoRR Lu Yan, Siyuan Cheng, Xuan Chen, Kaiyuan Zhang, Guangyu Shen, Zhuo Zhang, Xiangyu Zhang
2024	A*	`conf`	BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens. NeurIPS Hanxi Guo, Siyuan Cheng, Xiaolong Jin, Zhuo Zhang, Kaiyuan Zhang, Guanhong Tao, Guangyu Shen, Xiangyu Zhang
2024	J	`jnl`	CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking. CoRR Zian Su, Xiangzhe Xu, Ziyang Huang, Zhuo Zhang, Yapeng Ye, Jianjun Huang, Xiangyu Zhang
2024	J	`jnl`	CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking. Proc. ACM Softw. Eng. Zian Su, Xiangzhe Xu, Ziyang Huang, Zhuo Zhang, Yapeng Ye, Jianjun Huang, Xiangyu Zhang
2024	J	`jnl`	Consolidating Smart Contracts with Behavioral Contracts. Proc. ACM Program. Lang. Guannan Wei, Danning Xie, Wuqi Zhang, Yongwei Yuan, Zhuo Zhang
2024	A*	`conf`	Cost-effective Attack Forensics by Recording and Correlating File System Changes. USENIX Security Symposium Le Yu, Yapeng Ye, Zhuo Zhang, Xiangyu Zhang
2024	A	`conf`	Define-Use Guided Path Exploration for Better Forced Execution. ISSTA Dongnan He, Dongchen Xie, Yujie Wang, Wei You, Bin Liang, Jianjun Huang, Wenchang Shi, Zhuo Zhang, Xiangyu Zhang
2024	A*	`conf`	Detecting Bugs with Substantial Monetary Consequences by LLM and Rule-based Reasoning. NeurIPS Brian Zhang, Zhuo Zhang
2024	A	`conf`	Exploring Inherent Backdoors in Deep Learning Models. ACSAC Guanhong Tao, Siyuan Cheng, Zhenting Wang, Shiqing Ma, Shengwei An, Yingqi Liu, Guangyu Shen, Zhuo Zhang, Yunshu Mao, Xiangyu Zhang
2024	A*	`conf`	FuzzInMem: Fuzzing Programs via In-memory Structures. ICSE Xuwei Liu, Wei You, Yapeng Ye, Zhuo Zhang, Jianjun Huang, Xiangyu Zhang
2024	J	`jnl`	MULTIVERSE: Exposing Large Language Model Alignment Problems in Diverse Worlds. CoRR Xiaolong Jin, Zhuo Zhang, Xiangyu Zhang
2024	A*	`conf`	Nyx: Detecting Exploitable Front-Running Vulnerabilities in Smart Contracts. SP Wuqi Zhang, Zhuo Zhang, Qingkai Shi, Lu Liu, Lili Wei, Yepang Liu, Xiangyu Zhang, Shing-Chi Cheung
2024	A*	`conf`	OdScan: Backdoor Scanning for Object Detection Models. SP Siyuan Cheng, Guangyu Shen, Guanhong Tao, Kaiyuan Zhang, Zhuo Zhang, Shengwei An, Xiangzhe Xu, Yingqi Li, Shiqing Ma, Xiangyu Zhang
2024	A*	`conf`	On Large Language Models' Resilience to Coercive Interrogation. SP Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang
2024	J	`jnl`	Opening A Pandora's Box: Things You Should Know in the Era of Custom GPTs. CoRR Guanhong Tao, Siyuan Cheng, Zhuo Zhang, Junmin Zhu, Guangyu Shen, Xiangyu Zhang
2024	J	`jnl`	Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia. CoRR Guangyu Shen, Siyuan Cheng, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Lu Yan, Zhuo Zhang, Shiqing Ma, Xiangyu Zhang
2024	A*	`conf`	ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries. CCS Danning Xie, Zhuo Zhang, Nan Jiang, Xiangzhe Xu, Lin Tan, Xiangyu Zhang
2024	—	`conf`	Threat Behavior Textual Search by Attention Graph Isomorphism. EACL (1) Chanwoo Bae, Guanhong Tao, Zhuo Zhang, Xiangyu Zhang
2024	J	`jnl`	Threat Behavior Textual Search by Attention Graph Isomorphism. CoRR Chanwoo Bae, Guanhong Tao, Zhuo Zhang, Xiangyu Zhang
2023	A*	`conf`	D-ARM: Disassembling ARM Binaries by Lightweight Superset Instruction Interpretation and Graph Modeling. SP Yapeng Ye, Zhuo Zhang, Qingkai Shi, Yousra Aafer, Xiangyu Zhang
2023	A*	`conf`	Demystifying Exploitable Bugs in Smart Contracts. ICSE Zhuo Zhang, Brian Zhang, Wen Xu, Zhiqiang Lin
2023	A	`conf`	Improving Binary Code Similarity Transformer Models by Semantics-Driven Instruction Deemphasis. ISSTA Xiangzhe Xu, Shiwei Feng, Yapeng Ye, Guangyu Shen, Zian Su, Siyuan Cheng, Guanhong Tao, Qingkai Shi, Zhuo Zhang, Xiangyu Zhang
2023	J	`jnl`	LmPa: Improving Decompilation by Synergy of Large Language Model and Program Analysis. CoRR Xiangzhe Xu, Zhuo Zhang, Shiwei Feng, Yapeng Ye, Zian Su, Nan Jiang, Siyuan Cheng, Lin Tan, Xiangyu Zhang
2023	J	`jnl`	Make Them Spill the Beans! Coercive Knowledge Extraction from (Production) LLMs. CoRR Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang
2023	A*	`conf`	PELICAN: Exploiting Backdoors of Naturally Trained Deep Learning Models In Binary Code Analysis. USENIX Security Symposium Zhuo Zhang, Guanhong Tao, Guangyu Shen, Shengwei An, Qiuling Xu, Yingqi Liu, Yapeng Ye, Yaoxuan Wu, Xiangyu Zhang
2023	—	`conf`	PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model. ESEC/SIGSOFT FSE Xiangzhe Xu, Zhou Xuan, Shiwei Feng, Siyuan Cheng, Yapeng Ye, Qingkai Shi, Guanhong Tao, Le Yu, Zhuo Zhang, Xiangyu Zhang
2023	J	`jnl`	PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model. CoRR Xiangzhe Xu, Zhou Xuan, Shiwei Feng, Siyuan Cheng, Yapeng Ye, Qingkai Shi, Guanhong Tao, Le Yu, Zhuo Zhang, Xiangyu Zhang
2023	A*	`conf`	ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP. NeurIPS Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang
2023	J	`jnl`	ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP. CoRR Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang
2023	—	`—`	Revamping Binary Analysis with Sampling and Probabilistic Inference Zhuo Zhang
2023	A*	`conf`	Your Exploit is Mine: Instantly Synthesizing Counterattack Smart Contract. USENIX Security Symposium Zhuo Zhang, Zhiqiang Lin, Marcelo Morales, Xiangyu Zhang, Kaiyuan Zhang
2022	J	`jnl`	Backdoor Vulnerabilities in Normally Trained Deep Learning Models. CoRR Guanhong Tao, Zhenting Wang, Siyuan Cheng, Shiqing Ma, Shengwei An, Yingqi Liu, Guangyu Shen, Zhuo Zhang, Yunshu Mao, Xiangyu Zhang
2022	A*	`conf`	Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense. ICML Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang
2022	J	`jnl`	Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense. CoRR Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang
2022	J	`jnl`	DECK: Model Hardening for Defending Pervasive Backdoors. CoRR Guanhong Tao, Yingqi Liu, Siyuan Cheng, Shengwei An, Zhuo Zhang, Qiuling Xu, Guangyu Shen, Xiangyu Zhang
2022	A*	`conf`	Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security. SP Guanhong Tao, Yingqi Liu, Guangyu Shen, Qiuling Xu, Shengwei An, Zhuo Zhang, Xiangyu Zhang
2022	A*	`conf`	Poirot: Probabilistically Recommending Protections for the Android Framework. CCS Zeinab El-Rewini, Zhuo Zhang, Yousra Aafer
2022	A	`conf`	TensileFuzz: facilitating seed input generation in fuzzing via string constraint solving. ISSTA Xuwei Liu, Wei You, Zhuo Zhang, Xiangyu Zhang
2021	A*	`conf`	ALchemist: Fusing Application and Audit Logs for Precise Attack Provenance without Instrumentation. NDSS 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
2021	A*	`conf`	NetPlier: Probabilistic Network Protocol Reverse Engineering from Message Traces. NDSS Yapeng Ye, Zhuo Zhang, Fei Wang, Xiangyu Zhang, Dongyan Xu
2021	A*	`conf`	OSPREY: Recovery of Variable and Data Structure via Probabilistic Analysis for Stripped Binary. SP Zhuo Zhang, Yapeng Ye, Wei You, Guanhong Tao, Wen-Chuan Lee, Yonghwi Kwon, Yousra Aafer, Xiangyu Zhang
2021	A*	`conf`	StochFuzz: Sound and Cost-effective Fuzzing of Stripped Binaries by Incremental and Stochastic Rewriting. SP Zhuo Zhang, Wei You, Guanhong Tao, Yousra Aafer, Xuwei Liu, Xiangyu Zhang
2020	A*	`conf`	PMP: Cost-effective Forced Execution with Probabilistic Memory Pre-planning. SP Wei You, Zhuo Zhang, Yonghwi Kwon, Yousra Aafer, Fei Peng, Yu Shi, Carson Harmon, Xiangyu Zhang
2019	J	`jnl`	BDA: practical dependence analysis for binary executables by unbiased whole-program path sampling and per-path abstract interpretation. Proc. ACM Program. Lang. Zhuo Zhang, Wei You, Guanhong Tao, Guannan Wei, Yonghwi Kwon, Xiangyu Zhang
2019	A*	`conf`	Probabilistic disassembly. ICSE Kenneth A. Miller, Yonghwi Kwon, Yi Sun, Zhuo Zhang, Xiangyu Zhang, Zhiqiang Lin