Xiangyu Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 170

Top Venues

CoRR

NDSS

ICSE

USENIX Security Symposium

University of Arizona, Tucson, USA (PHD)

Education History

University of Arizona, Tucson, USA

PHD

Publications

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)
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)
Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Guangyu Shen, Siyuan Cheng, Shiqing Ma, Pin-Yu Chen, Tsung-Yi Ho, Xiangyu Zhang
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift. CoRR (2023)
Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. NDSS (2023)
Nan Jiang, Thibaud Lutellier, Yiling Lou, Lin Tan, Dan Goldwasser, Xiangyu Zhang
KNOD: Domain Knowledge Distilled Tree Decoder for Automated Program Repair. ICSE (2023)
Qingkai Shi, Xiangzhe Xu, Xiangyu Zhang
Extracting Protocol Format as State Machine via Controlled Static Loop Analysis. CoRR (2023)
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)
Shiwei Feng, Guanhong Tao, Siyuan Cheng, Guangyu Shen, Xiangzhe Xu, Yingqi Liu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
Detecting Backdoors in Pre-trained Encoders. CVPR (2023)
Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. CoRR (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)
Weisong Sun, Yuchen Chen, Guanhong Tao, Chunrong Fang, Xiangyu Zhang, Quanjun Zhang, Bin Luo
Backdooring Neural Code Search. CoRR (2023)
Nan Jiang, Chengxiao Wang, Kevin Liu, Xiangzhe Xu, Lin Tan, Xiangyu Zhang
: Generative Language Models for Binaries. CoRR (2023)
Mohannad Alhanahnah, Shiqing Ma, Ashish Gehani, Gabriela F. Ciocarlie, Vinod Yegneswaran, Somesh Jha, Xiangyu Zhang
autoMPI: Automated Multiple Perspective Attack Investigation With Semantics Aware Execution Partitioning. IEEE Trans. Software Eng. 49 (4) (2023)
Shiwei Feng, Guanhong Tao, Siyuan Cheng, Guangyu Shen, Xiangzhe Xu, Yingqi Liu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
Detecting Backdoors in Pre-trained Encoders. CoRR (2023)
Jingyao Zhou, Lei Xu, Gongzheng Lu, Weifeng Zhang, Xiangyu Zhang
NodeRT: Detecting Races in Node.js Applications Practically. ISSTA (2023)
Zhiyuan Cheng, James Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks. ICLR (2023)
Guanhong Tao, Shengwei An, Siyuan Cheng, Guangyu Shen, Xiangyu Zhang
Hard-label Black-box Universal Adversarial Patch Attack. USENIX Security Symposium (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)
Xuan Chen, Wenbo Guo, Guanhong Tao, Xiangyu Zhang, Dawn Song
BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning. NeurIPS (2023)
Qingkai Shi, Junyang Shao, Yapeng Ye, Mingwei Zheng, Xiangyu Zhang
Lifting Network Protocol Implementation to Precise Format Specification with Security Applications. CCS (2023)
Qingkai Shi, Xiangzhe Xu, Xiangyu Zhang
Extracting Protocol Format as State Machine via Controlled Static Loop Analysis. USENIX Security Symposium (2023)
Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang
Make Them Spill the Beans! Coercive Knowledge Extraction from (Production) LLMs. CoRR (2023)
Guangyu Shen, Siyuan Cheng, Guanhong Tao, Kaiyuan Zhang, Yingqi Liu, Shengwei An, Shiqing Ma, Xiangyu Zhang
Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration. NeurIPS (2023)
Weisong Sun, Yuchen Chen, Guanhong Tao, Chunrong Fang, Xiangyu Zhang, Quanjun Zhang, Bin Luo
Backdooring Neural Code Search. ACL (1) (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)
Qiuling Xu, Guanhong Tao, Jean Honorio, Yingqi Liu, Shengwei An, Guangyu Shen, Siyuan Cheng, Xiangyu Zhang
MEDIC: Remove Model Backdoors via Importance Driven Cloning. CVPR (2023)
Zhiyuan Cheng, James Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks. CoRR (2023)
I Luk Kim, Weihang Wang, Yonghwi Kwon, Xiangyu Zhang
BFTDETECTOR: Automatic Detection of Business Flow Tampering for Digital Content Service. ICSE (2023)
Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. ICLR (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)
Qingkai Shi, Junyang Shao, Yapeng Ye, Mingwei Zheng, Xiangyu Zhang
Lifting Network Protocol Implementation to Precise Format Specification with Security Applications. CoRR (2023)
Qiuling Xu, Pannaga Shivaswamy, Xiangyu Zhang
POSIT: Promotion of Semantic Item Tail via Adversarial Learning. CoRR (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)
Shengwei An, Yuan Yao, Qiuling Xu, Shiqing Ma, Guanhong Tao, Siyuan Cheng, Kaiyuan Zhang, Yingqi Liu, Guangyu Shen, Ian Kelk, Xiangyu Zhang
ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes. SP (2023)
Danning Xie, Byungwoo Yoo, Nan Jiang, Mijung Kim, Lin Tan, Xiangyu Zhang, Judy S. Lee
Impact of Large Language Models on Generating Software Specifications. CoRR (2023)
Zhiyuan Cheng, Hongjun Choi, James Liang, Shiwei Feng, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang
Fusion is Not Enough: Single-Modal Attacks to Compromise Fusion Models in Autonomous Driving. 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)
Zhiyuan Cheng, James Liang, Hongjun Choi, Guanhong Tao, Zhiwen Cao, Dongfang Liu, Xiangyu Zhang
Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches. CoRR (2022)
Muslum Ozgur Ozmen, Xuansong Li, Andrew Chu, Z. Berkay Celik, Bardh Hoxha, Xiangyu Zhang
Discovering IoT Physical Channel Vulnerabilities. CCS (2022)
Liqi Yan, Qifan Wang, Yiming Cui, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu
GL-RG: Global-Local Representation Granularity for Video Captioning. IJCAI (2022)
Yingqi Liu, Guangyu Shen, Guanhong Tao, Shengwei An, Shiqing Ma, Xiangyu Zhang
Piccolo: Exposing Complex Backdoors in NLP Transformer Models. IEEE Symposium on Security and Privacy (2022)
Qiang Zhang, Lei Xu, Xiangyu Zhang, Baowen Xu
Quantifying the interpretation overhead of Python. Sci. Comput. Program. 215 (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 NLPBackdoor Defense. CoRR (2022)
Guanhong Tao, Qiuling Xu, Yingqi Liu, Guangyu Shen, Shengwei An, Jingwei Xu, Xiangyu Zhang, Yuan Yao
MIRROR: Model Inversion for Deep LearningNetwork with High Fidelity. NDSS (2022)
Xuwei Liu, Wei You, Zhuo Zhang, Xiangyu Zhang
TensileFuzz: facilitating seed input generation in fuzzing via string constraint solving. ISSTA (2022)
Liqi Yan, Qifan Wang, Yiming Cui, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu
GL-RG: Global-Local Representation Granularity for Video Captioning. CoRR (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)
Guanhong Tao, Guangyu Shen, Yingqi Liu, Shengwei An, Qiuling Xu, Shiqing Ma, Pan Li, Xiangyu Zhang
Better Trigger Inversion Optimization in Backdoor Scanning. CVPR (2022)
Zhiyuan Cheng, James Liang, Hongjun Choi, Guanhong Tao, Zhiwen Cao, Dongfang Liu, Xiangyu Zhang
Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches. ECCV (38) (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)
Guanhong Tao, Weisong Sun, Tingxu Han, Chunrong Fang, Xiangyu Zhang
RULER: discriminative and iterative adversarial training for deep neural network fairness. ESEC/SIGSOFT FSE (2022)
Fei Wang, Jianliang Wu, Yuhong Nan, Yousra Aafer, Xiangyu Zhang, Dongyan Xu, Mathias Payer
ProFactory: Improving IoT Security via Formalized Protocol Customization. USENIX Security Symposium (2022)
Yingqi Liu, Guangyu Shen, Guanhong Tao, Zhenting Wang, Shiqing Ma, Xiangyu Zhang
Complex Backdoor Detection by Symmetric Feature Differencing. CVPR (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)
Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. CoRR (2022)
Qiuling Xu, Guanhong Tao, Xiangyu Zhang
Bounded Adversarial Attack on Deep Content Features. CVPR (2022)
Hongjun Choi, Zhiyuan Cheng, Xiangyu Zhang
RVPLAYER: Robotic Vehicle Forensics by Replay with What-if Reasoning. NDSS (2022)
Xiangzhe Xu, Hongyu Liu, Guanhong Tao, Zhou Xuan, Xiangyu Zhang
Checkpointing and deterministic training for deep learning. CAIN (2022)
Qiuling Xu, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang
Towards Feature Space Adversarial Attack by Style Perturbation. AAAI (2021)
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)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization. CoRR (2021)
Muslum Ozgur Ozmen, Xuansong Li, Andrew Chun-An Chu, Z. Berkay Celik, Bardh Hoxha, Xiangyu Zhang
Discovering Physical Interaction Vulnerabilities in IoT Deployments. CoRR (2021)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization. ICML (2021)
Hassaan Irshad, Gabriela F. Ciocarlie, Ashish Gehani, Vinod Yegneswaran, Kyu Hyung Lee, Jignesh M. Patel, Somesh Jha, Yonghwi Kwon, Dongyan Xu, Xiangyu Zhang
TRACE: Enterprise-Wide Provenance Tracking for Real-Time APT Detection. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Yingqi Liu, Guangyu Shen, Guanhong Tao, Zhenting Wang, Shiqing Ma, Xiangyu Zhang
EX-RAY: Distinguishing Injected Backdoor from Natural Features in Neural Networks by Examining Differential Feature Symmetry. CoRR (2021)
Siyuan Cheng, Yingqi Liu, Shiqing Ma, Xiangyu Zhang
Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification. AAAI (2021)
Abdulellah Alsaheel, Yuhong Nan, Shiqing Ma, Le Yu, Gregory Walkup, Z. Berkay Celik, Xiangyu Zhang, Dongyan Xu
ATLAS: A Sequence-based Learning Approach for Attack Investigation. USENIX Security Symposium (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)
Yongqiang Tian, Shiqing Ma, Ming Wen, Yepang Liu, Shing-Chi Cheung, Xiangyu Zhang
To what extent do DNN-based image classification models make unreliable inferences? Empir. Softw. Eng. 26 (4) (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)
Yousra Aafer, Wei You, Yi Sun, Yu Shi, Xiangyu Zhang, Heng Yin
Android SmartTVs Vulnerability Discovery via Log-Guided Fuzzing. USENIX Security Symposium (2021)
Hongjun Choi, Sayali Kate, Yousra Aafer, Xiangyu Zhang, Dongyan Xu
Cyber-Physical Inconsistency Vulnerability Identification for Safety Checks in Robotic Vehicles. CCS (2020)
Juan Zhai, Yu Shi, Minxue Pan, Guian Zhou, Yongxiang Liu, Chunrong Fang, Shiqing Ma, Lin Tan, Xiangyu Zhang
C2S: translating natural language comments to formal program specifications. ESEC/SIGSOFT FSE (2020)
Juan Zhai, Xiangzhe Xu, Yu Shi, Guanhong Tao, Minxue Pan, Shiqing Ma, Lei Xu, Weifeng Zhang, Lin Tan, Xiangyu Zhang
CPC: automatically classifying and propagating natural language comments via program analysis. ICSE (2020)
Hongjun Choi, Sayali Kate, Yousra Aafer, Xiangyu Zhang, Dongyan Xu
Software-based Realtime Recovery from Sensor Attacks on Robotic Vehicles. RAID (2020)
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)
Junyu Lin, Lei Xu, Yingqi Liu, Xiangyu Zhang
Black-box Adversarial Sample Generation Based on Differential Evolution. CoRR (2020)
Siyuan Cheng, Yingqi Liu, Shiqing Ma, Xiangyu Zhang
Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification. CoRR (2020)
Junyu Lin, Lei Xu, Yingqi Liu, Xiangyu Zhang
Composite Backdoor Attack for Deep Neural Network by Mixing Existing Benign Features. CCS (2020)
Xuansong Li, Wei Song, Xiangyu Zhang
Towards Programming and Verification for Activity-Oriented Smart Home Systems. ASE (2020)
Guanhong Tao, Shiqing Ma, Yingqi Liu, Qiuling Xu, Xiangyu Zhang
TRADER: trace divergence analysis and embedding regulation for debugging recurrent neural networks. ICSE (2020)
Taegyu Kim, Chung Hwan Kim, Altay Ozen, Fan Fei, Zhan Tu, Xiangyu Zhang, Xinyan Deng, Dave (Jing) Tian, Dongyan Xu
From Control Model to Program: Investigating Robotic Aerial Vehicle Accidents with MAYDAY. USENIX Security Symposium (2020)
I Luk Kim, Yunhui Zheng, Hogun Park, Weihang Wang, Wei You, Yousra Aafer, Xiangyu Zhang
Finding client-side business flow tampering vulnerabilities. ICSE (2020)
Wei You, Bin Liang, Wenchang Shi, Peng Wang, Xiangyu Zhang
TaintMan: An ART-Compatible Dynamic Taint Analysis Framework on Unmodified and Non-Rooted Android Devices. IEEE Trans. Dependable Secur. Comput. 17 (1) (2020)
Junyu Lin, Lei Xu, Yingqi Liu, Xiangyu Zhang
Black-box adversarial sample generation based on differential evolution. J. Syst. Softw. 170 (2020)
Shenao Yan, Guanhong Tao, Xuwei Liu, Juan Zhai, Shiqing Ma, Lei Xu, Xiangyu Zhang
Correlations between deep neural network model coverage criteria and model quality. ESEC/SIGSOFT FSE (2020)
Qiuling Xu, Guanhong Tao, Siyuan Cheng, Lin Tan, Xiangyu Zhang
Towards Feature Space Adversarial Attack. CoRR (2020)
Qiuling Xu, Guanhong Tao, Xiangyu Zhang
D-square-B: Deep Distribution Bound for Natural-looking Adversarial Attack. CoRR (2020)
Runqing Yang, Shiqing Ma, Haitao Xu, Xiangyu Zhang, Yan Chen
UIScope: Accurate, Instrumentation-free, and Visible Attack Investigation for GUI Applications. NDSS (2020)
Kenneth A. Miller, Yonghwi Kwon, Yi Sun, Zhuo Zhang, Xiangyu Zhang, Zhiqiang Lin
Probabilistic disassembly. ICSE (2019)
Wei You, Xueqiang Wang, Shiqing Ma, Jianjun Huang, Xiangyu Zhang, XiaoFeng Wang, Bin Liang
ProFuzzer: On-the-fly Input Type Probing for Better Zero-Day Vulnerability Discovery. IEEE Symposium on Security and Privacy (2019)
Wen-Chuan Lee, Peng Liu, Yingqi Liu, Shiqing Ma, Xiangyu Zhang
Programming support for autonomizing software. PLDI (2019)
David Mitchel Perry, Dohyeong Kim, Roopsha Samanta, Xiangyu Zhang
SemCluster: clustering of imperative programming assignments based on quantitative semantic features. PLDI (2019)
Zachary Benavides, Keval Vora, Rajiv Gupta, Xiangyu Zhang
Annotation guided collection of context-sensitive parallel execution profiles. Formal Methods Syst. Des. 54 (3) (2019)
Shiqing Ma, Yingqi Liu, Guanhong Tao, Wen-Chuan Lee, Xiangyu Zhang
NIC: Detecting Adversarial Samples with Neural Network Invariant Checking. NDSS (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)
Wen-Chuan Lee, Yingqi Liu, Peng Liu, Shiqing Ma, Hongjun Choi, Xiangyu Zhang, Rajiv Gupta
White-Box Program Tuning. CGO (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiangyu Zhang