Design of Network Security Experiment Teaching System Based on Honeypot Technology

被引:0
|
作者
Zhu, Chen [1 ,2 ]
Li, Qiang [1 ]
Sun, Bin [3 ]
Jin, Xinyu [2 ,3 ]
Zhou, Yusun [4 ]
Xie, Muhan [5 ]
机构
[1] Zhejiang Univ, Polytech Inst, Hangzhou, Peoples R China
[2] Zhejiang Univ, Key Lab Collaborat Sensing & Autonomous Unmanned, Hangzhou, Peoples R China
[3] Zhejiang Univ, Coll Informat Sci & Elect Engn, Hangzhou, Peoples R China
[4] Zhejiang Univ City Coll, Hangzhou, Peoples R China
[5] Zhejiang Univ, Hangzhou, Peoples R China
关键词
attack-defense system; honeypot; deep learning; experimental teaching system;
D O I
10.1109/ISCAS48785.2022.9937256
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
IoT information security is an introductory course in network security. Safety offensive and defense experiments are the means that students can get in contact with network attacks. Students network security protection awareness and information protection capabilities can be improved by offensive and defense experiments. At present, there is a problem with high update costs, insufficient comprehensive, complicated operation, and insufficient operation. A new way is presented in this paper to improve the current offensive exercise experiments, providing training platform for postgraduate industrial Internet security courses. It achieves this by using Generative Adversarial Networks (GAN) in honeypot to generate a virtual data for industrial equipment simulation, and using support vector machine (SVM), decision tree and other networks to detect intrusion data. And then a visualization platform is established for students to do experiment.
引用
收藏
页码:2132 / 2136
页数:5
相关论文
共 50 条
  • [21] A distributed honeypot system for grid security
    Yang, G
    Rong, CM
    Dai, YP
    GRID AND COOPERATIVE COMPUTING, PT 1, 2004, 3032 : 1083 - 1086
  • [22] Honeypot System of SCADA Security Survey
    Lu, Kuan-Chu
    Liu, I-Hsien
    Li, Jung-Shian
    ICAROB 2018: PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS, 2018, : 444 - 447
  • [23] A Smart Agent Design for Cyber Security Based on Honeypot and Machine Learning
    El Kamel, Nadiya
    Eddabbah, Mohamed
    Lmoumen, Youssef
    Touahni, Raja
    SECURITY AND COMMUNICATION NETWORKS, 2020, 2020
  • [24] Study on Application and Design of Honeypot Technology
    Bin, Tian
    Yu, Changhong
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON LOGISTICS, ENGINEERING, MANAGEMENT AND COMPUTER SCIENCE (LEMCS 2015), 2015, 117 : 809 - 811
  • [25] Design of Universal Experiment Teaching Management System Based on Web
    Pan, Zhikang
    Meng, Xiaochen
    Liu, Chao
    Li, Weixian
    2013 2ND INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE AND EDUCATION (ICSSE 2013), PT 3, 2013, 48 : 98 - 103
  • [26] Advanced Network and System Security Teaching
    Ogrizovic, Mihajlo
    Vuletic, Pavle
    Stanisavljevic, Zarko
    ELECTRONICS, 2025, 14 (01):
  • [27] The Design of Teaching System Based on Virtual Reality Technology
    Li Dongxu
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON EDUCATION TECHNOLOGY, MANAGEMENT AND HUMANITIES SCIENCE (ETMHS 2015), 2015, 27 : 1063 - 1068
  • [28] Honeypot-based Defense System Research and Design
    Zhang Li-juan
    2009 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 4, 2009, : 466 - 470
  • [29] The Design of Digit Recognition Teaching Experiment Based on BP Neural Network
    Yu, Haitao
    Guo, Jianyi
    Yu, Zhengtao
    Xian, Yantuan
    Chen, Peng
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 5109 - 5113
  • [30] The Design and Implementation of Security Network System Based on Web
    Huang Zhikun
    PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 131 - 133