A Feature-Based Network Traffic Classification Approach

被引：0
|
作者：
Mao, Qian [1 ]
O’Neill, Charles [2 ]
Bao, Ke [3 ]
机构：
[1] Mathematics & Computer Science Department, Whitworth University, 300 W Hawthorne Rd, Spokane,WA,99251, United States
[2] EH Group, Inc, 618 19th Ave, Tuscaloosa,AL,35401, United States
[3] Department of Engineering and Engineering Technology, Metropolitan State University of Denver, 890 Auraria Pkwy, Denver,CO,80204, United States
来源：
International Journal of Network Security | 2023年 / 25卷 / 05期
关键词：
Compendex;
D O I：
10.6633/IJNS.202309 25(5).12
中图分类号：
学科分类号：
摘要：
Multilayer neural networks
引用
收藏
页码：821 / 828
相关论文
共 50 条
  • [1] Feature-based Level of Service Classification for Traffic Surveillance
    Pletzer, Felix
    Tusch, Roland
    Boeszoermenyi, Laszlo
    Rinner, Bernhard
    Sidla, Oliver
    Harrer, Manfred
    Mariacher, Thomas
    2011 14TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2011, : 1015 - 1020
  • [2] Network traffic anomaly detection based on feature-based symbolic representation
    Zhan P.
    Chen L.
    Cao L.-H.
    Li X.-Q.
    Chen, Lin (chenlin@sdu.edu.cn), 1600, Zhejiang University (54): : 1281 - 1288
  • [3] ARIMA Feature-Based Approach to Time Series Classification
    Jastrzebska, Agnieszka
    Homenda, Wladyslaw
    Pedrycz, Witold
    COMPUTATIONAL SCIENCE, ICCS 2022, PT II, 2022, : 192 - 199
  • [4] Unveiling traffic paths: Explainable path signature feature-based encrypted traffic classification
    Xu, Shi-Jie
    Kong, Kai-Chuan
    Jin, Xiao-Bo
    Geng, Guang-Gang
    COMPUTERS & SECURITY, 2025, 150
  • [5] Combining MIC Feature Selection and Feature-based MSPCA for Network Traffic Anomaly Detection
    Chen, Zhaomin
    Yeo, Chai Kiat
    Francis, Bu Sung Lee
    Lau, Chiew Tong
    2016 THIRD INTERNATIONAL CONFERENCE ON DIGITAL INFORMATION PROCESSING, DATA MINING, AND WIRELESS COMMUNICATIONS (DIPDMWC), 2016, : 176 - 181
  • [6] Statistical Feature-Based Personal Information Detection in Mobile Network Traffic
    Zhao, Shuang
    Chen, Shuhui
    Wei, Ziling
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [7] Mushroom Classification Using Feature-Based Machine Learning Approach
    Maurya, Pranjal
    Singh, Nagendra Pratap
    PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON COMPUTER VISION AND IMAGE PROCESSING, CVIP 2018, VOL 1, 2020, 1022 : 197 - 206
  • [8] A PROPOSAL FOR FEATURE CLASSIFICATION IN FEATURE-BASED DESIGN
    OVTCHAROVA, J
    PAHL, G
    RIX, J
    COMPUTERS & GRAPHICS, 1992, 16 (02) : 187 - 195
  • [9] A Systematic Approach of Feature Selection for Encrypted Network Traffic Classification
    McGaughey, Donald
    Semeniuk, Trevor
    Smith, Ron
    Knight, Scott
    12TH ANNUAL IEEE INTERNATIONAL SYSTEMS CONFERENCE (SYSCON2018), 2018, : 618 - 625
  • [10] Spatial feature-based convolutional neural network for PolSAR image classification
    Shang, Ronghua
    Wang, Jiaming
    Jiao, Licheng
    Yang, Xiaohui
    Li, Yangyang
    APPLIED SOFT COMPUTING, 2022, 123
12345