Xinyu Lei

Assistant Professor

Department of Computer Science
Michigan Technological University
Email: xinyulei AT mtu.edu
Office: Rekhi Hall 306

Publicaitons


2023

[TIFS'23] Privacy-Preserving Federated Learning with Malicious Clients and Honest-but-Curious Servers.
Junqing Le, Di Zhang, Xinyu Lei , etc.
IEEE Transactions on Information Forensics and Security, 2023. [PDF]

[TDSC'23] Secure Redactable Blockchain with Dynamic Support.
Di Zhang, Junqing Le, Xinyu Lei, etc.
IEEE Transactions on Dependable and Secure Computing, 2023. [PDF]

[ToN'23] Dissecting Operational Cellular IoT Service Security: Attacks and Defenses.
Sihan Wang, Tian Xie, Guan-Hua Tu, Xinyu Lei, etc.
IEEE Transactions on Networking, 2023. [PDF]

[CNS'23] When Good Turns Evil: Encrypted 5G/4G Voice Calls Can Leak Your Identities.
Jingwen Shi, Tian Xie, Guan-Hua Tu, etc., Xinyu Lei , etc.
IEEE Conference on Communications and Network Security, 2023. [PDF]

[IoT-J'23] Handling Data Heterogeneity for IoT Devices in Federated Learning: A Knowledge Fusion Approach.
Xu Zhou, Xinyu Lei, Cong Yang, Yichun Shi, etc.
IEEE Internet of Things Journal, 2023. [PDF]

[CSUR'23] The Security in Optical Wireless Communication: A Survey.
Xiao Zhang, Griffin Klevering, Xinyu Lei, etc.
ACM Computing Surveys, 2023. [PDF]

2022

[TMC'22] MPKIX: Towards More Accountable and Secure Internet Application Services via Mobile Networked Systems.
Tian Xie, Sihan Wang, Xinyu Lei, Jingwen Shi, Guan-Hua Tu, Chi-Yu Li.
IEEE Transactions on Mobile Computing, 2022. [PDF]

[IoT-J'22] Federated Learning for IoT Devices with Domain Generalization.
Liling Zhang, Xinyu Lei, Yichun Shi, Hongyu Huang, Chao Chen.
IEEE Internet of Things Journal, 2022. [PDF]

[TC'22] Frequency Spectrum Modification Process Based Anti-collusion Mechanism for Audio Signals.
Juan Zhao, Tianrui Zong, Yong Xiang, Guang Hua, Xinyu Lei, etc.
IEEE Transactions on Cybernetics, 2022. [PDF]

2021

[MobiCom'21] Insecurity of Operational Cellular IoT Service: New Vulnerabilities, Attacks, and Countermeasures.
Sihan Wang, Guan-Hua Tu, Xinyu Lei, Tian Xie, etc.
ACM Conference On Mobile Computing and Networking, 2022. [PDF]

[CodaSpy'21] BFastPay: A Routing-Free Protocol for Fast Payment in Bitcoin Network.
Xinyu Lei, Guan-Hua Tu, Tian Xie, Sihan Wang.
ACM Conference on Data and Application Security and Privacy, 2021. [PDF]

[CodaSpy'21] Security Threats from Bitcoin Wallet Smartphone Applications: Vulnerabilities, Attacks, and Countermeasures.
Yiwen Hu, Sihan Wang, Guan-Hua Tu, Li Xiao, Tian Xie, Xinyu Lei, Chi-Yu Li.
ACM Conference on Data and Application Security and Privacy, 2021. [PDF]

[TC'21] Federated Continual Learning with Broad Network Architecture.
Junqing Le, Xinyu Lei, Nankun Mu, Xiaofeng Liao.
IEEE Transactions on Cybernetics, 2021. [PDF]

[TETCI'21] Minable Data Publication Based on Sensitive Association Rule Hiding.
Fan Yang, Xinyu Lei, Junqing Le, Nankun Mu, Xiaofeng Liao.
IEEE Transactions on Emerging Topics in Computational Intelligence, 2021. [PDF]

Before 2021

[MobiSys'20] SecWIR: Securing Smart Home IoT Communications via Wi-Fi Routers with Embedded Intelligence.
Xinyu Lei, Guan-Hua Tu, Chi-Yu Li, Tian Xie, Mi Zhang.
ACM International Conference on Mobile Systems, Applications, and Services, 2020. [PDF]

[CNS'20] Fast and Secure kNN Query Processing in Cloud Computing.
Xinyu Lei, Guan-Hua Tu, Alex X. Liu, Tian Xie.
IEEE Conference on Communications and Network Security, 2020. [PDF]

[ICDCS'20] An Inter-blockchain Escrow Approach for Fast Bitcoin Payment (Extended Abstract).
Xinyu Lei, Tian Xie, Guan-Hua Tu, Alex X. Liu.
IEEE International Conference on Distributed Computing Systems, 2020. [PDF]

[ICDE'19] SecEQP: A Secure and Efficient Scheme for SkNN Query Problem over Encrypted Geodata on Cloud.
Xinyu Lei, Alex X. Liu, Rui Li, Guan-Hua Tu.
IEEE International Conference on Data Engineering, 2019. [PDF]

[CNS'18] The Insecurity of Home Digital Voice Assistants-Vulnerabilities, Attacks and Countermeasures.
Xinyu Lei, Guan-Hua Tu, Alex X. Liu, Chi-Yu Li, Tian Xie.
IEEE Conference on Communications and Network Security, 2018. [PDF]

[TCC'19] SecEDMO: Enabling Efficient Data Mining with Strong Privacy Protection in Cloud Computing.
Jiahui Wu, Nankun Mu, Xinyu Lei, Junqing Le, Di Zhang, Xiaofeng Liao.
IEEE Transactions on Cloud Computing, 2019. [PDF]

[ICDE'17] Secure kNN Queries over Encrypted Data: Dimensionality is not Always a Curse (Extended Abstract).
Xinyu Lei, Alex X. Liu, Rui Li.
IEEE International Conference on Data Engineering, 2017. [PDF]

[TSC'15] Cloud Computing Service: the Case of Large Matrix Determinant Computation.
Xinyu Lei, Xiaofeng Liao, Tingwen Huang, Huaqing Li.
IEEE Transactions on Services Computing, 2015. [PDF]

[TCC'14] Highly Efficient Linear Regression Outsourcing to a Cloud.
Fei Chen, Tao Xiang, Xinyu Lei, Jianyong Chen.
IEEE Transactions on Cloud Computing, 2014. [PDF]

[TCAS-I'13] Second-Order Consensus Seeking in Multi-Agent Systems With Nonlinear Dynamics Over Random Switching Directed Networks.
Huaqing Li, Xiaofeng Liao, Xinyu Lei, Tingwen Huang.
IEEE Transactions on Circuits and Systems, 2013. [PDF]

[TCC'13] Outsourcing Large Matrix Inversion Computation to a Public Cloud.
Xinyu Lei, Xiaofeng Liao, Tingwen Huang, Huaqing Li, Chunqiang Hu.
IEEE Transactions on Cloud Computing, 2013. [PDF]

[PRE'13] Two-layer Tree-connected Feed-forward Neural Network Model for Neural Cryptography.
Xinyu Lei, Xiaofeng Liao, Fei Chen, Tingwen Huang.
Physical Review E, 2013. [PDF]