Deep visualization classification method for malicious code based on Ngram-TFIDF

被引：0
|
作者：
Wang, Jinwei [1 ]
Chen, Zhengjia [1 ]
Xie, Xue [2 ]
Luo, Xiangyang [3 ]
Ma, Bin [4 ]
机构：
[1] School of Computer, Nanjing University of Information Science and Technology, Nanjing,210044, China
[2] School of Cyber Science and Technology, University of Science and Technology of China, Hefei,230031, China
[3] School of Cyber Science and Technology, Information Engineering University, Zhengzhou,450001, China
[4] School of Cyberspace Security, Qilu University of Technology, Jinan,250353, China
来源：
Tongxin Xuebao/Journal on Communications | 2024年 / 45卷 / 06期
关键词：
Compendex;
D O I：
10.11959/j.issn.1000-436x.2024115
中图分类号：
学科分类号：
摘要：
Classification (of information) - Codes (symbols) - Data visualization - Deep learning - Image classification - Visualization
引用
收藏
页码：160 / 175
相关论文
共 50 条
  • [1] Malicious Code Classification Method Based on Deep Forest
    Lu, Xi-Dong
    Duan, Zhe-Min
    Qian, Ye-Kui
    Zhou, Wei
    [J]. Ruan Jian Xue Bao/Journal of Software, 2020, 31 (05): : 1454 - 1464
  • [2] Malicious Classification Based on Deep Learning and Visualization
    Wang Jun-ling
    Wang Shuo-hao
    [J]. 2019 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND BIG DATA (ICAIBD 2019), 2019, : 223 - 228
  • [3] Visualization Feature and CNN Based Homology Classification of Malicious Code
    CHU Qianfeng
    LIU Gongshen
    ZHU Xinyu
    [J]. Chinese Journal of Electronics, 2020, 29 (01) : 154 - 160
  • [4] Visualization Feature and CNN Based Homology Classification of Malicious Code
    Chu, Qianfeng
    Liu, Gongshen
    Zhu, Xinyu
    [J]. CHINESE JOURNAL OF ELECTRONICS, 2020, 29 (01) : 154 - 160
  • [5] CNN- and GAN-based classification of malicious code families: A code visualization approach
    Wang, Ziyue
    Wang, Weizheng
    Yang, Yaoqi
    Han, Zhaoyang
    Xu, Dequan
    Su, Chunhua
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 37 (12) : 12472 - 12489
  • [6] Malicious Code Family Classification Method Based on Vision Transformer
    Chen, Shi
    Liu, Ying
    Hu, Wei
    Liu, Jianyi
    Gao, Yating
    Lin, Bingjie
    [J]. 2022 IEEE 10TH INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATION AND NETWORKS (ICICN 2022), 2022, : 704 - 709
  • [7] Lightweight Malicious Code Classification Method Based on Improved SqueezeNet
    Li, Li
    Kong, Youran
    Zhang, Qing
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 78 (01): : 551 - 567
  • [8] A Hybrid Malicious Code Detection Method based on Deep Learning
    Li, Yuancheng
    Ma, Rong
    Jiao, Runhai
    [J]. INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (05): : 205 - 215
  • [9] Malicious Code Classification Method Based on Deep Residual Network and Hybrid Attention Mechanism for Edge Security
    Shao, Yanli
    Lu, Yang
    Wei, Dan
    Fang, Jinglong
    Qin, Feiwei
    Chen, Bin
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [10] Deep Learning and Regularization Algorithms for Malicious Code Classification
    Wang, Haojun
    Long, Haixia
    Wang, Ailan
    Liu, Tianyue
    Fu, Haiyan
    [J]. IEEE ACCESS, 2021, 9 : 91512 - 91523
12345