Research on an optimised encryption algorithm for network information security communication

被引:0
|
作者
Li, Ju [1 ]
机构
[1] Chongqing Technol & Business Inst, Chongqing 401520, Peoples R China
关键词
network information; safety; encryption algorithm; GANs model; neural network; PHYSICAL LAYER ENCRYPTION; SCHEME;
D O I
10.1504/IJCNDS.2023.127474
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
At present, one of the commonly used encryption algorithms is the block cipher AES method, while in the design, we often only consider the bounded attack opponent, but in the face of the needs of the development of artificial intelligence, it is difficult to meet the secure communication of network information. This time, an optimised and improved GANs encryption algorithm based on neural network is proposed. The encryption algorithm can improve the objective function and learning model, so as to achieve better algorithm security performance. Through simulation analysis, it can also be seen that with the increase of training times, the neural network training effect of Bob, Alice and Eve is better. The proposed optimisation algorithm can realise face generation in the case of non-artificial knowledge, which has significant advantages compared with the traditional encryption algorithm.
引用
收藏
页码:31 / 46
页数:17
相关论文
共 50 条
  • [1] Research on neural network chaotic encryption algorithm in wireless network security communication
    Liang, Chen
    Zhang, Qun
    Ma, Jianfeng
    Li, Kaiming
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2019, 2019 (1)
  • [2] Research on neural network chaotic encryption algorithm in wireless network security communication
    Chen Liang
    Qun Zhang
    Jianfeng Ma
    Kaiming Li
    EURASIP Journal on Wireless Communications and Networking, 2019
  • [3] Research on the Security Protection of Network Communication Data Using DES Encryption Algorithm
    Wang, Tao
    Wang, Jia
    International Journal of Network Security, 2022, 24 (04) : 741 - 746
  • [4] Data Encryption by AES: Security Guarantee for Network Communication Sensitive Information
    Shan, Jizhou
    Ma, Hong
    International Journal of Network Security, 2023, 25 (06) : 1064 - 1069
  • [5] Research on Information Security Algorithm of Wireless Communication System
    Chen, Cong
    ADVANCES IN INTELLIGENT STRUCTURE AND VIBRATION CONTROL, 2012, 160 : 297 - 300
  • [6] Research on Applications of Data Encryption Technology in Security of Computer Network Communication
    Li, Na
    PROCEEDINGS OF THE 2017 5TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING (ICMMCCE 2017), 2017, 141 : 136 - 139
  • [7] Research on the Application of Data Encryption Technology in Computer Network Communication Security
    Xia, Kuiliang
    Song, Xiaoming
    2020 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND HUMAN-COMPUTER INTERACTION (ICHCI 2020), 2020, : 164 - 167
  • [8] Encryption algorithm for network communication information based on binary logistic regression
    Su, Bo
    Yang, Qingyue
    Yang, Jinlong
    Zhang, Manjun
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (02) : 1627 - 1637
  • [9] Security model and design of network communication system based on data encryption algorithm
    Ma, Xiaoshu
    Liu, Qing
    INTERNATIONAL JOURNAL OF AUTONOMOUS AND ADAPTIVE COMMUNICATIONS SYSTEMS, 2021, 14 (1-2) : 83 - 97
  • [10] Design of Encryption Algorithm for Communication Network Information Transmission Based on Fuzzy Control Algorithm
    Yang, Wenhu
    Li, Xianwei
    AD HOC & SENSOR WIRELESS NETWORKS, 2020, 48 (3-4) : 295 - 314