头像
Liuxiaolong
Lecturer
College of Computer and Information Sciences
Post:
Associate Professor
Title:
Lecturer
Degree:
PhD
Tel:
Email:
xlliu@fafu.edu.cn
Office:
Address:
PostCode:

您是第10 Access

  • Xiaolong Liu, male, Ph.D., is currently an Associate Professor and Master's Supervisor at the College of Computer and Information Sciences, Fujian Agriculture and Forestry University (FAFU). His research interests include multimedia security, adversarial examples in deep learning, and blockchain technology. He received his Bachelor's degree from Xiamen University in 2011 and his Ph.D. in Computer Science and Engineering from National Chiao Tung University, Taiwan, in 2016.

    In recent years, he has published over 40 papers as first or corresponding author in leading journals and international conferences, obtained more than 10 patents and software copyrights, and co-authored one academic monograph. He has led over ten research projects, including those funded by the National Natural Science Foundation of China (NSFC), the Ministry of Education's Humanities and Social Sciences Foundation, and the Natural Science Foundation of Fujian Province. He has received numerous honors, such as the Distinguished Young Researcher Award of FAFU, the May Fourth Youth Medal, an Excellent Cyberspace Governance Paper Award of Fujian Province, and the Best Ph.D. Dissertation Award from the Taiwan Association for Web Intelligence Consortium.


  • Education Experiences

    • June 2013 – July 2016
       Ph.D. in Computer Science and Engineering, National Chiao Tung University, Taiwan

    • August 2011 – June 2013
       M.Sc. in Information Management, Providence University, Taiwan

    • August 2007 – July 2011
       B.Eng. in Software Engineering, Xiamen University, China


  • Work Experiences

    • January 2021 – Present
       Associate Professor, College of Computer and Information Sciences, Fujian Agriculture and Forestry University

    • November 2016 – December 2020
       Lecturer, College of Computer and Information Sciences, Fujian Agriculture and Forestry University


  • Honors and Awards

    1. 2024 Fujian Agriculture and Forestry University May Fourth Youth Medal (Individual)

    2. 2022 Second Prize, Teaching Achievement Award — Exploration and Practice of a Collaborative Cybersecurity Talent Cultivation Model Integrating Industry, Education, and Research, Fujian Agriculture and Forestry University

    3. 2022 Third Prize, 14th Faculty Teaching Competition and 3rd Faculty Teaching Innovation Competition, Fujian Agriculture and Forestry University

    4. 2021 Second Prize, 1st Faculty Teaching Innovation Competition and 13th Faculty Teaching Competition, Fujian Agriculture and Forestry University

    5. 2020 Outstanding Class Adviser, Fujian Agriculture and Forestry University

    6. 2020 Advanced Individual in Graduate Employment and Entrepreneurship Work, Fujian Agriculture and Forestry University

    7. 2019 Fujian Agriculture and Forestry University May Fourth Youth Medal (Individual)

    8. September 2016, Best Ph.D. Dissertation Award, Taiwan Association for Web Intelligence Consortium (TAIWIC)

    • Research Fields

    • Artificial Intelligence Security

    • Multimedia Security

    • Blockchain Applications


    Teachings

    • Software Design and Architecture

    • Modern Cryptography

    • Blockchain Security


    Projects

    Research Projects (as Principal Investigator)

    1. Research on the Construction and Cultivation Path of an AI Literacy Framework for Teachers and Students in the Digital Age, Project No. GJX25Z2111, Higher Education Digital Transformation Program, China Association of Employment Promotion for University Graduates, April 2025 – April 2027

    2. Reversible Information Hiding Based on Novel Encryption Mechanisms, Project No. KFb22091XA, Scientific and Technological Innovation Project, Fujian Agriculture and Forestry University, College of Computer and Information Sciences, October 2022 – September 2025

    3. Research on Learning Processes in Virtual Simulation Based on Eye-Tracking Analysis, Project No. KCX21F31A, Scientific and Technological Innovation Project, Fujian Agriculture and Forestry University, 2021 – [Ongoing]

    4. Evaluation of Virtual Simulation Learning and Student Cognitive Processes Based on Eye-Tracking Analysis, Project No. FJ2021BF048, Fujian Social Science Foundation, Fujian Agriculture and Forestry University, 2021 – [Ongoing]

    5. Research on Reversible Adversarial Examples for Images Based on Camouflage Encryption, Project No. 2021J01123, General Program, Fujian Natural Science Foundation, November 2021 – November 2024

    6. Research on Multiple Reversible Data Hiding in Visually Meaningful Cipher Images, Project No. 61702102, National Natural Science Foundation of China (NSFC) Youth Program, January 2018 – December 2020

    7. Research on Multimedia Storage and Adversarial Techniques in Cloud Environments, Project No. xjq201809, Young Talent Research Program, Fujian Agriculture and Forestry University, January 2019 – December 2021

    8. Research on Student Cognitive Processes Using Eye-Tracking Technology under Gamified Learning Models, Project No. 17YJC880076, Ministry of Education Humanities and Social Sciences Youth Fund Project, January 2017 – December 2019

    9. Research on Multiple Reversible Information Hiding Based on Visual Transformation of Cipher Images, Project No. 2018J05100, Fujian Natural Science Foundation, April 2018 – April 2021

    Research Projects (as Participant)

    1. Digital Video Frame Tampering Forensics Based on Iterative Detection and Tracking of Multiple Salient Objects, Project No. 61802064, NSFC Youth Program, January 2020 – December 2022

    2. Reliability of Irregular Interaction Graphs and Its Application in Protein-Protein Interaction Networks, Project No. 61702100, NSFC Youth Program, January 2018 – December 2020

    3. Development and Industrialization of Secure and Trusted Edge Terminals for IoT Networking, Project No. 2024H6007, University-Industry Cooperation Project, Fujian Province, May 2024 – May 2026

    4. Development and Industrialization of Intelligent Monitoring Terminals and Systems for Cloud-Edge-End Collaboration, Project No. MinGongXinHanRuan [2024] No. 488, Key Technology Innovation and Industrialization Project in Software Industry, September 2024 – September 2025


    Publications

    Journal Publications

    1. W. Liao, Z. Liu, M. Shen, R. Chen, X. Liu*, “APR-Net: Defense Against Adversarial Examples Based on Universal Adversarial Perturbation Removal Network,” IEEE Transactions on Artificial Intelligence, 2024, pp. 1–11. DOI: 10.1109/TAI.2024.3504478

    2. J. Liang, Y. Liu, L. Gao, Z. Zhang, X. Liu*, “ISWP: Novel High-Fidelity Adversarial Examples Generated by Incorporating Invisible and Secure Watermark Perturbations,” Applied Intelligence, 2025, Vol. 55:40. DOI: 10.1007/s10489-024-05917-w

    3. Y. Kuang, Q. Wu, R. Chen, X. Liu*, “Blockchain-Based Lightweight Authentication Scheme for Internet of Things Using Lattice Encryption Algorithm,” Computer Standards & Interfaces, Vol. 93, 2025, 103981. DOI: 10.1016/j.csi.2025.103981

    4. Y. Huang, Z. Liu, Q. Wu, X. Liu*, “Robust Image Steganography Against JPEG Compression Based on DCT Residual Modulation,” Signal Processing, Vol. 219, 2024, 109431

    5. J. Liang, Z. Feng, R. Chen, X. Liu*, “BHI: Embedded Invisible Watermark as Adversarial Examples Based on Basin Hopping Improvement,” Information Sciences, 2023, Vol. 640:119037

    6. X. Liu*, K. Muhammad, J. Lloret, Y. Chen, S. M. Yuan, “Elastic and Cost-effective Data Carrier Architecture for Smart Contract in Blockchain,” Future Generation Computer Systems, 2019, Vol. 100, pp. 590–599

    7. X. Liu*, C. C. Lin, S. M. Yuan, “Blind Dual Watermarking for Color Image Authentication and Copyright Protection,” IEEE Transactions on Circuits and Systems for Video Technology, 2018, Vol. 28(5): 1047–1055

    8. X. Liu*, J. Liang, D. Liu, R. Chen, S. Yuan, “Weapon-Target Assignment in Unreliable Peer-to-Peer Architecture Based on Adapted Artificial Bee Colony Algorithm,” Frontiers of Computer Science, 2022, Vol. 16:161103

    9. S. Zheng, C. Liu, Z. Feng, R. Chen, X. Liu*, “Visual Image Encryption Scheme Based on Vector Quantization and Content Transform,” Multimedia Tools and Applications, 2022, Vol. 81(9): 12815–12832

    10. X. Liu*, Ruey-Kai Sheu, Win-Tsung Lo, Shyan-Ming Yuan, “Automatic Cloud Service Testing and Bottleneck Detection System with Scaling Recommendation,” Concurrency and Computation: Practice and Experience, 2019, e5161

    11. X. L. Liu*, R. K. Sheu, S. M. Yuan, Y. N. Wang, “A File-Deduplicated Private Cloud Storage Service with CDMI Standard,” Computer Standards & Interfaces, 2016, Vol. 44, pp. 18–27

    12. X. L. Liu*, C. C. Lin, C. C. Chang, S. M. Yuan, “A High-Payload, Reversible Data Hiding Scheme Based on Histogram Modification in JPEG Bitstream,” Imaging Science Journal, 2016, Vol. 64(7): 364–373

    13. 邝应攀, 钟节辉, 吴启雯, 黄英恺, X. Liu*, “Blockchain-Based Lightweight Authentication Scheme for IoT,” Computer Engineering and Design, 2024, Vol. 11, pp. 3225–3232 (in Chinese)

    14. 郑思飞, 冯子婧, 刘成语, 陈日清, X. Liu*, “Image Camouflage Encryption Method Based on Vector Quantization in Cloud Storage,” Computer Engineering & Science, 2022, Vol. 44(6): 1030–1036 (in Chinese)

    15. 廖文兴, 刘成语, 林松, X. Liu*, “Reversible Data Hiding Algorithm in Cipher Domain Based on Image Camouflage and Bidirectional Difference Expansion,” Computer Applications and Research, 2024, Vol. 41(2): 596–601 (in Chinese)

    Conference Papers

    1. Qiwen Wu, Zijing Feng, Yingkai Huang, Jiehui Zhong, X. Liu*, “Covert Communication and Image Authentication Algorithm Based on Adversarial Examples,” ISCIT 2022, pp. 199–203

    2. Zijing Feng, Chengyu Liu, Xiangmin Ji, X. Liu*, “A Survey of Adversarial Examples and Deep Learning Based Data Hiding,” International Symposium on Security and Privacy in Social Networks and Big Data, Springer, Singapore, 2021, pp. 161–171

    3. Liu C, Zheng S, Feng Z, R. Chen, X. Liu*, “Visual Image Encryption Scheme Based on BTC and LSB Modification,” Journal of Physics: Conference Series, IOP Publishing, 2021, Vol. 1812(1): 012037

    4. Sifei Zheng, X. Liu*, Riqing Chen, Shyan-Ming Yuan, Chia-Chen Lin, “LSB-Based Visual Image Encryption Scheme in Cloud Environment,” 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications (ISPA), pp. 891–896

    5. X. Liu*, A. Juan, R. Chen, S. M. Yuan, “Automated Testing Framework for Geographical Distributed Testing Environment,” 2019 IEEE Intl Conf on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT)

    6. X. Liu*, C. Y. Ho, S. Zheng, S. M. Yuan, “Comprehensive Evaluation of Large-Scale Parallel Matrix Factorization Algorithms,” 2019 IEEE 21st Intl Conf on High Performance Computing and Communications (HPCC), pp. 811–818

    Software Copyrights

    1. Image Privacy Protection System Based on Adversarial Attacks V1.0, Registration No. 2025SR0127759, Liu Xiaolong, Liu Zhuxian, Fujian Agriculture and Forestry University, Jan. 2025

    2. Adversarial Image Steganography System Based on Multi-Head Attention V1.0, Registration No. 2025SR0127882, Liu Xiaolong, Liu Zhuxian, Fujian Agriculture and Forestry University, Jan. 2025

    3. Blockchain-Enhanced Federated Learning Security System V1.0, Registration No. 2025SR0032622, Liu Xiaolong, Kuang Yingpan, Chen Jianghao, Fujian Agriculture and Forestry University, Jan. 2025

    4. Image Camouflage Encryption Cloud Storage System V1.0, Registration No. 2020SR1707601, Liu Xiaolong, Yan Yulin, Zheng Sifei, Liang Jinchao, Fujian Agriculture and Forestry University, Dec. 2020

    Invention Patents

    1. X. Liu, Jinchao Liang, Zijing Feng, Method for Generating Invisible Watermark Adversarial Examples Based on Least Significant Bit Modification, Application No. 202210544556.1, Filed May 19, 2022

    2. Jinchao Liang, X. Liu, Riqing Chen, Adversarial Example Generation Method Based on Invisible Watermark, Its Application and Storage Medium, Patent No. ZL 2022 1 0611169.5, Granted 2024


    Achievements