Xiao-Song Zhang

Most-cited papers

Understanding Ethereum via Graph Analysis
Ting Chen, Zihao Li, Yuxiao Zhu, Jiachi Chen +4 more
2020ACM Trans. Internet Techn.367 citations
Semantic Scholar
Blockchain-Enabled Federated Learning Data Protection Aggregation Scheme With Differential Privacy and Homomorphic Encryption in IIoT
Bin Jia, Xiao-Song Zhang, Jiewen Liu, Y. Zhang +2 more
2021IEEE Transactions on Industrial Informatics345 citations
Semantic Scholar
Privacy-Preserving and Efficient Aggregation Based on Blockchain for Power Grid Communications in Smart Communities
Zhi-Tao Guan, Guan-Lin Si, Xiao-Song Zhang, Long-Fei Wu +3 more
2018IEEE Communications Magazine333 citations Open access
Semantic Scholar
Transaction-based classification and detection approach for Ethereum smart contract
Teng Hu, Xiaolei Liu, Ting Chen, Xiao-Song Zhang +5 more
2021Information Processing & Management211 citations
Semantic Scholar
Cloud-assisted secure eHealth systems for tamper-proofing EHR via blockchain
Sheng Cao, Gexiang Zhang, Pengfei Liu, Xiao-Song Zhang +1 more
2019Information Sciences198 citations Open access
Semantic Scholar
TokenScope: Automatically Detecting Inconsistent Behaviors of Cryptocurrency Tokens in Ethereum
Ting Chen, Yufei Zhang, Zihao Li, Xia-Pu Luo +4 more
2019Conference on Computer and Communications Security152 citations Open access
Semantic Scholar
SODA: A Generic Online Detection Framework for Smart Contracts
Ting Chen, Rong Cao, Ting Li, Xia-Pu Luo +9 more
2020Network and Distributed System Security Symposium141 citations Open access
Semantic Scholar
A Multimodal Malware Detection Technique for Android IoT Devices Using Various Features
Rajesh Kumar, Xiao-Song Zhang, Wen-Yong Wang, R. U. Khan +2 more
2019IEEE Access129 citations Open access
Semantic Scholar
An Adaptive Multi-Layer Botnet Detection Technique Using Machine Learning Classifiers
R. U. Khan, Xiao-Song Zhang, Rajesh Kumar, Abubakar Sharif +2 more
2019Applied Sciences127 citations Open access
Semantic Scholar
An Improved Convolutional Neural Network Model for Intrusion Detection in Networks
R. U. Khan, Xiao-Song Zhang, M. Alazab, R. Kumar
2019Cybersecurity and Cyberforensics Conference106 citations
Semantic Scholar
Evaluating the Performance of ResNet Model Based on Image Recognition
R. U. Khan, Xiao-Song Zhang, R. Kumar, E. O. Aboagye
2018International Conference on Computing and Artificial Intelligence105 citations
Semantic Scholar
GasChecker: Scalable Analysis for Discovering Gas-Inefficient Smart Contracts
Ting Chen, Youzheng Feng, Zihao Li, Hao Zhou +5 more
2020IEEE Transactions on Emerging Topics in Computing102 citations Open access
Semantic Scholar
Building Redactable Consortium Blockchain for Industrial Internet-of-Things
Ke Huang, Xiao-Song Zhang, Y. Mu, Xiao-Feng Wang +5 more
2019IEEE Transactions on Industrial Informatics99 citations
Semantic Scholar
A Practical and Compatible Cryptographic Solution to ADS-B Security
Haomiao Yang, Qi-Xian Zhou, Mingxuan Yao, Rong-Xing Lu +2 more
2019IEEE Internet of Things Journal78 citations
Semantic Scholar
An Insider Threat Detection Approach Based on Mouse Dynamics and Deep Learning
Teng Hu, Weina Niu, Xiao-Song Zhang, Xiaolei Liu +2 more
2019Secur. Commun. Networks74 citations Open access
Semantic Scholar
Adversarial Samples on Android Malware Detection Systems for IoT Systems
Xiaolei Liu, Xiao-Jiang Du, Xiao-Song Zhang, Qingxin Zhu +2 more
2019Italian National Conference on Sensors69 citations Open access
Semantic Scholar
Scalable and redactable blockchain with update and anonymity
Ke Huang, Xiao-Song Zhang, Y. Mu, F. Rezaeibagha +1 more
2021Information Sciences68 citations
Semantic Scholar
Balancing storage efficiency and data confidentiality with tunable encrypted deduplication
Jing-Wei Li, Zuo-Ru Yang, Yan-Jing Ren, Patrick P. C. Lee +1 more
2020European Conference on Computer Systems53 citations
Semantic Scholar
Accelerating Encrypted Deduplication via SGX
Yan-Jing Ren, Jing-Wei Li, Zuo-Ru Yang, Patrick P. C. Lee +1 more
2021USENIX Annual Technical Conference50 citations
Semantic Scholar
OpCode-Level Function Call Graph Based Android Malware Classification Using Deep Learning
Weina Niu, Rong Cao, Xiao-Song Zhang, Kangyi Ding +2 more
2020Italian National Conference on Sensors50 citations Open access
Semantic Scholar
Information Leakage in Encrypted Deduplication via Frequency Analysis
Jing-Wei Li, Patrick P. C. Lee, Chufeng Tan, Chuan Qin +1 more
2019ACM Transactions on Storage48 citations
Semantic Scholar
A deep learning based static taint analysis approach for IoT software vulnerability location
Weina Niu, Xiao-Song Zhang, Xiao-Jiang Du, Lingyu Zhao +2 more
202047 citations
Semantic Scholar
A Verifiable Privacy-Preserving Machine Learning Prediction Scheme for Edge-Enhanced HCPSs
Xiong Li, Jiabei He, P. Vijayakumar, Xiao-Song Zhang +1 more
2021IEEE Transactions on Industrial Informatics44 citations Open access
Semantic Scholar
Weighted-Sampling Audio Adversarial Example Attack
Xiaolei Liu, Kun Wan, Yu-Fei Ding, Xiao-Song Zhang +1 more
2019AAAI Conference on Artificial Intelligence44 citations Open access
Semantic Scholar
A temporal correlation and traffic analysis approach for APT attacks detection
Jia-Zhong Lu, Kai Chen, Zhongliu Zhuo, Xiao-Song Zhang
2019Cluster Computing43 citations
Semantic Scholar
SigRec: Automatic Recovery of Function Signatures in Smart Contracts
Ting Chen, Zihao Li, Xia-Pu Luo, Xiaofeng Wang +8 more
2022IEEE Transactions on Software Engineering41 citations Open access
Semantic Scholar
Achieving Intelligent Trust-Layer for Internet-of-Things via Self-Redactable Blockchain
Ke Huang, Xiao-Song Zhang, Y. Mu, F. Rezaeibagha +2 more
2020IEEE Transactions on Industrial Informatics41 citations
Semantic Scholar
Effective and Explainable Detection of Android Malware Based on Machine Learning Algorithms
Rajesh Kumar, Xiao-Song Zhang, R. U. Khan, Jay Kumar +1 more
2018International Conference on Computing and Artificial Intelligence40 citations
Semantic Scholar
Research on Data Mining of Permission-Induced Risk for Android IoT Devices
Rajesh Kumar, Xiao-Song Zhang, R. U. Khan, Abubakar Sharif
2019Applied Sciences39 citations Open access
Semantic Scholar
Enabling Auction-based Cross-Blockchain Protocol for Online Anonymous Payment
Qian Zhang, Sheng Cao, Xiao-Song Zhang
2021International Conference on Parallel and Distributed Systems37 citations
Semantic Scholar
Uncovering APT malware traffic using deep learning combined with time sequence and association analysis
Weina Niu, Jie Zhou, Yi-Bin Zhao, Xiao-Song Zhang +2 more
2022Computers & security33 citations
Semantic Scholar
Trine: Syslog anomaly detection with three transformer encoders in one generative adversarial network
Zhenfei Zhao, Weina Niu, Xiao-Song Zhang, Run-Zi Zhang +2 more
2021Applied intelligence (Boston)33 citations
Semantic Scholar
Discovering Vulnerabilities in COTS IoT Devices through Blackbox Fuzzing Web Management Interface
Dong Wang, Xiao-Song Zhang, Ting Chen, Jing-Wei Li
2019Secur. Commun. Networks31 citations Open access
Semantic Scholar
A Heuristic Statistical Testing Based Approach for Encrypted Network Traffic Identification
Weina Niu, Zhongliu Zhuo, Xiao-Song Zhang, Xiao-Jiang Du +2 more
2019IEEE Transactions on Vehicular Technology31 citations
Semantic Scholar
A Large-Scale Empirical Study on Control Flow Identification of Smart Contracts
Ting Chen, Zihao Li, Yufei Zhang, Xia-Pu Luo +6 more
2019International Symposium on Empirical Software Engineering and Measurement29 citations
Semantic Scholar
Evolution-algorithm-based unmanned aerial vehicles path planning in complex environment
Xiaolei Liu, Xiao-Jiang Du, Xiao-Song Zhang, Qingxin Zhu +1 more
2019Computers & electrical engineering29 citations
Semantic Scholar
Quantitative Impact Evaluation of an Abstraction Layer for Data Stream Processing Systems
Ting Chen, Teng Hu, Jiachi Chen, Xiao-Song Zhang +8 more
2019IEEE International Conference on Distributed Computing Systems29 citations Open access
Semantic Scholar
A low-query black-box adversarial attack based on transferability
Kangyi Ding, Xiaolei Liu, Weina Niu, Teng Hu +2 more
2021Knowledge-Based Systems28 citations
Semantic Scholar
Privacy-preserving data search with fine-grained dynamic search right management in fog-assisted Internet of Things
Rang Zhou, Xiao-Song Zhang, Xiao-Feng Wang, Guowu Yang +2 more
2019Information Sciences27 citations Open access
Semantic Scholar
A Hybrid Technique To Detect Botnets, Based on P2P Traffic Similarity
R. U. Khan, Rajesh Kumar, M. Alazab, Xiao-Song Zhang
2019Cybersecurity and Cyberforensics Conference26 citations
Semantic Scholar
Device-Oriented Keyword-Searchable Encryption Scheme for Cloud-Assisted Industrial IoT
Rang Zhou, Xiao-Song Zhang, Xiao-Feng Wang, Guowu Yang +2 more
2022IEEE Internet of Things Journal25 citations
Semantic Scholar
Malware on Internet of UAVs Detection Combining String Matching and Fourier Transformation
Weina Niu, Jian’An Xiao, Xiyue Zhang, Xiao-Song Zhang +3 more
2021IEEE Internet of Things Journal25 citations
Semantic Scholar
Low-rank network signatures in the triple network separate schizophrenia and major depressive disorder
Wei Han, C. Sorg, Changgang Zheng, Qin-Li Yang +9 more
2019NeuroImage: Clinical25 citations Open access
Semantic Scholar
Efficient and Traceable Patient Health Data Search System for Hospital Management in Smart Cities
Rang Zhou, Xiao-Song Zhang, Xiao-Feng Wang, Guowu Yang +2 more
2021IEEE Internet of Things Journal23 citations
Semantic Scholar
EVA: Efficient Versatile Auditing Scheme for IoT-Based Datamarket in Jointcloud
Ke Huang, Xiao-Song Zhang, Y. Mu, F. Rezaeibagha +4 more
2020IEEE Internet of Things Journal23 citations
Semantic Scholar
Toward Secure Storage in Cloud-based eHealth Systems: A Blockchain-Assisted Approach
Sheng Cao, Xiao-Song Zhang, Rixin Xu
2020IEEE Network23 citations
Semantic Scholar
TokenAware: Accurate and Efficient Bookkeeping Recognition for Token Smart Contracts
Zhe-Yuan He, Shuwei Song, Yang Bai, Xia-Pu Luo +6 more
2022ACM Transactions on Software Engineering and Methodology19 citations
Semantic Scholar
Tracking the Insider Attacker: A Blockchain Traceability System for Insider Threats
Teng Hu, Bangzhou Xin, Xiaolei Liu, Ting Chen +2 more
2020Italian National Conference on Sensors19 citations Open access
Semantic Scholar
CEPS: A Cross-Blockchain based Electronic Health Records Privacy-Preserving Scheme
Sheng Cao, Jing Wang, Xiao-Jiang Du, Xiao-Song Zhang +1 more
2020ICC 2020 - 2020 IEEE International Conference on Communications (ICC)17 citations
Semantic Scholar
Securing the Private Key in Your Blockchain Wallet: A Continuous Authentication Approach Based on Behavioral Biometric
Teng Hu, Xiaolei Liu, Weina Niu, Kangyi Ding +2 more
2020Journal of Physics, Conference Series17 citations Open access
Semantic Scholar