Zhenyan Liu

Research output

Research output per year 2004 2017 2018 2019 2023 2024 2024

• 5 Conference contribution
• 3 Article
• 1 Conference article

Research output per year

Research output per year

Search results

• 2024

  FFGAN: Feature Fusion GAN for Few-shot Image Classification

  Hua, R., Zhang, J., Xue, J., Wang, Y. & Liu, Z., 2024, Proceedings - 2024 Asia-Pacific Conference on Image Processing, Electronics and Computers, IPEC 2024. Institute of Electrical and Electronics Engineers Inc., p. 96-102 7 p. (Proceedings - 2024 Asia-Pacific Conference on Image Processing, Electronics and Computers, IPEC 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Classification 100%
  • Image Synthesis 100%
  • Generated Image 100%
  • Feature Fusion 100%
  • Generative Adversarial Networks 100%

• GUCN: A machine learning model combining time series features for malicious network behavior detection

  Chang, Y., Zhao, X., Pei, M. & Liu, Z., 10 May 2024, Proceedings of 2024 International Conference on Generative Artificial Intelligence and Information Security, GAIIS 2024. Association for Computing Machinery, p. 285-291 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine Learning 100%
  • Convolutional Network 100%
  • Convolutional Neural Network 50%
  • Gated Recurrent Unit 50%
  • High Dimensional Data 50%

• LM-cAPI:A Lite Model Based on API Core Semantic Information for Malware Classification

  Zhou, Y., Liu, Z., Xue, J., Wang, Y. & Zhang, J., 2024, Applied Cryptography and Network Security Workshops - ACNS 2024 Satellite Workshops, AIBlock, AIHWS, AIoTS, SCI, AAC, SiMLA, LLE, and CIMSS, Proceedings. Andreoni, M. (ed.). Springer Science and Business Media Deutschland GmbH, p. 29-42 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14586 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malware 100%
  • Self-Attention Mechanism 28%
  • Network Security 28%
  • Experimental Result 14%
  • Feature Extraction 14%
• 2021

  Multi-label Text Classification and Text Adversarial Attack

  Song, Y., Liu, Z. & Zhang, C., 2021, Proceedings - 2021 International Conference on Intelligent Computing, Automation and Applications, ICAA 2021. Wang, H., Lin, H. & Qin, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 532-536 5 p. (Proceedings - 2021 International Conference on Intelligent Computing, Automation and Applications, ICAA 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Text Classification 100%
  • Adversarial Machine Learning 100%
  • ensemble classifier 25%
  • Training Dataset 25%
  • Combination Method 25%
  1 Citation (Scopus)
• 2019

  Research of snort rule extension and APT detection based on APT network behavior analysis

  Cui, Y., Xue, J., Wang, Y., Liu, Z. & Zhang, J., 2019, Trusted Computing and Information Security - 12th Chinese Conference, CTCIS 2018, Revised Selected Papers. Zhang, H., Zhao, B. & Yan, F. (eds.). Springer Verlag, p. 51-64 14 p. (Communications in Computer and Information Science; vol. 960).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Snort Intrusion Detection 100%
  • Protection Field 50%
  • Security Company 50%
  2 Citations (Scopus)
• 2018

  A Role-Based Access Control System Using Attribute-Based Encryption

  Wang, Y., Ma, Y., Xiang, K., Liu, Z. & Li, M., 26 Nov 2018, International Conference on Big Data and Artificial Intelligence, BDAI 2018. Institute of Electrical and Electronics Engineers Inc., p. 128-133 6 p. 8547200. (International Conference on Big Data and Artificial Intelligence, BDAI 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Access Control 100%
  • Attribute-Based Encryption 100%
  • Role-Based Access Control 100%
  • Access Control System 100%
  • Role Assignment 66%
  9 Citations (Scopus)

• Profiling malicious domain by multidimensional features

  Cheng, D., Liu, Z., Zhang, P., Zeng, Y., Cui, J. & Kong, L., 11 Jul 2018, Proceedings - 2018 International Conference on Robots and Intelligent System, ICRIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 489-495 7 p. (Proceedings - 2018 International Conference on Robots and Intelligent System, ICRIS 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malicious Domain 100%
  • Granularity Level 12%
  • Malicious Behavior 12%
  5 Citations (Scopus)

• Security Enhanced Cloud Storage Access Control System Based on Attribute Based Encryption

  Wang, Y., Sun, Q., Ma, Y., Zhang, J., Liu, Z. & Xue, J., 26 Nov 2018, International Conference on Big Data and Artificial Intelligence, BDAI 2018. Institute of Electrical and Electronics Engineers Inc., p. 52-57 6 p. 8546677. (International Conference on Big Data and Artificial Intelligence, BDAI 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Cloud Storage 100%
  • Attribute-Based Encryption 100%
  • Access Control System 100%
  • Enhanced Security 100%
  • Data User 100%
  5 Citations (Scopus)
• 2017

  An approach of implementing core role based access control model using attribute based encryption

  Wang, Y., Tong, X., Li, M., Xue, J., Zhang, J., Liu, Z., Hao, D. & Wang, N., 2017, Trusted Computing and Information Security - 11th Chinese Conference, CTCIS 2017, Proceedings. Yan, F., Xu, M., Fu, S. & Qin, Z. (eds.). Springer Verlag, p. 397-408 12 p. (Communications in Computer and Information Science; vol. 704).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • role-based access control model 100%
  • Permission Role 66%
  • Authorization Decision 33%

• Machine learning for analyzing malware

  Dong, Y., Liu, Z., Yan, Y., Wang, Y., Peng, T. & Zhang, J., 2017, Network and System Security - 11th International Conference, NSS 2017, Proceedings. Yan, Z., Molva, R., Mazurczyk, W. & Kantola, R. (eds.). Springer Verlag, p. 386-398 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10394 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malware Analysis Process 100%
  • Classification Analysis 100%
  2 Citations (Scopus)
• 2015

  A supervised parameter estimation method of LDA

  Liu, Z., Meng, D., Wang, W. & Zhang, C., 2015, Web Technologies and Applications - 17th Asia-PacificWeb Conference,APWeb 2015, Proceedings. Cheng, R., Cui, B., Zhang, Z., Cai, R. & Xu, J. (eds.). Springer Verlag, p. 401-410 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9313).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Parameter Estimation 100%
  • Estimation Method 100%
  • Latent Dirichlet Allocation 100%
  • Dirichlet 100%
  • Effective Dimension 50%
  1 Citation (Scopus)

• Dynamic Binary Instrumentation Based Defense Solution against Virtual Function Table Hijacking Attacks at C++ Binary Programs

  Wang, Y., Li, M., Yan, H., Liu, Z., Xue, J. & Hu, C., 2015, Proceedings - 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015. Messina, F., Xhafa, F., Ogiela, M. R. & Barolli, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 430-434 5 p. 7424602. (Proceedings - 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Hijacking Attack 100%
  • Virtual Function Table 100%
  • Binary Instrumentation 100%
  • Virtual Function 66%
  • Memory Corruption Bug 33%
• 2013

  An approach for cross-domain access control policy generation from reputation evaluation to trust management

  Wang, Y., Liu, Z. Y., Hu, C. Z., Zhao, X. L., Xue, J. F. & Wei, L. X., 2013, 2013 International Conference on Information and Network Security, ICINS 2013. 643 CP ed. Institution of Engineering and Technology, (IET Conference Publications; vol. 2013, no. 643 CP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Attribute-Based Access Control 100%
  • Limited Ability 100%
  • Open Environment 100%
  • Authorization Policy 100%
  • Existing Integration Model 100%
• 2012

  Design of text categorization system based on SVM

  Liu, Z., Wang, W. & Wang, Y., 2012, Materials Science and Information Technology II. p. 1191-1195 5 p. (Advanced Materials Research; vol. 532-533).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Feature Extraction 100%
  • Support Vector Machine 100%
  • Categorization System 100%
  • Selection Method 16%
  • Feature Vector 16%
  2 Citations (Scopus)
• 2010

  Learning algorithm of Algebra Hyper Surface Neutral Network Model

  Liu, Z., Wang, Y. & Chen, L., 2010, ICCASM 2010 - 2010 International Conference on Computer Application and System Modeling, Proceedings. p. v10449-v10453 5622713. (ICCASM 2010 - 2010 International Conference on Computer Application and System Modeling, Proceedings; vol. 10).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural Network 100%
  • Hypersurface 100%
  • Simple Perceptron 11%
  1 Citation (Scopus)
• 2004

  An algebraic multi-class classification method

  He, Q., Liu, Z. Y. & Shi, Z. Z., 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics. p. 3307-3312 6 p. (Proceedings of 2004 International Conference on Machine Learning and Cybernetics; vol. 5).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Classification Method 100%
  • Multiclass Classification 100%
  • Multi Class Classification 100%
  • Dimension Data 50%
  2 Citations (Scopus)