A Genetic Algorithm Based Model for Chinese Phishing E-commerce Websites Detection

被引：0
|
作者：
Yan, Zhijun [1 ]
Liu, Su [1 ]
Wang, Tianmei [2 ]
Sun, Baowen [2 ]
Jiang, Hansi [1 ]
Yang, Hangzhou [1 ]
机构：
[1] Beijing Inst Technol, Sch Management & Econ, Beijing, Peoples R China
[2] Cent Univ Finance & Econ, Sch Informat, Beijing, Peoples R China
来源：
HCI IN BUSINESS, GOVERNMENT, AND ORGANIZATIONS: ECOMMERCE AND INNOVATION, PT I | 2016年 / 9751卷
关键词：
Chinese phishing website detection; E-commerce; Sequential minimal optimization; Genetic algorithm;
D O I：
10.1007/978-3-319-39396-4_25
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
We propose a new Chinese phishing e-commerce websites detection model which integrates the URL features and web features of websites. Some unique features of Chinese e-Commerce websites are included and Sequential Minimal Optimization (SMO) algorithm is applied to identify the phishing e-commerce websites. At the same time, we adopt the genetic algorithm (GA) to optimize the detection model. The evaluation results show that the performance of SMO algorithm is better than the baseline model and GA improves the detection accuracy significantly.
引用
收藏
页码：270 / 279
页数：10
相关论文
共 50 条
  • [41] Sentiment Analysis for Arabic e-commerce websites
    Sghaier, Mohamed Ali
    Zrigui, Mounir
    2016 INTERNATIONAL CONFERENCE ON ENGINEERING & MIS (ICEMIS), 2016,
  • [42] The Analysis of UNSPSC Application in E-Commerce Websites
    Yang, Xiudan
    Qiao, Ying
    PROCEEDINGS OF THE 2010 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND SCIENTIFIC MANAGEMENT, VOLS 1-2, 2010, : 914 - 917
  • [43] IDENTIFYING THE DEFICIENCIES IN THE USE OF E-COMMERCE WEBSITES
    Fedorko, Igor
    MARKETING IDENTITY: DIGITAL MIRRORS, PT I, 2018, : 296 - 302
  • [44] Semantic Products Analysis of E-Commerce Websites
    John, B.
    Khaddaj, S.
    Hoppe, A.
    JOURNAL OF ALGORITHMS & COMPUTATIONAL TECHNOLOGY, 2012, 6 (03) : 447 - 454
  • [45] Channel integration in different E-commerce websites
    Li, G
    Chen, Y
    PROCEEDINGS OF THE 2001 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING, VOLS I AND II, 2001, : 13 - 17
  • [46] Research on Niche Construction of E-Commerce Websites and Evolutionary Prediction Model
    Tian, Zhihong
    Liu, Honglu
    Zhang, Zhenji
    Zhang, Runtong
    SEVENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS I-III: UNLOCKING THE FULL POTENTIAL OF GLOBAL TECHNOLOGY, 2008, : 657 - 661
  • [47] EXAMINING THE SUCCESS OF WEBSITES BEYOND E-COMMERCE: AN EXTENSION OF THE IS SUCCESS MODEL
    Schaupp, Ludwig Christian
    Belanger, France
    Fan, Weiguo
    JOURNAL OF COMPUTER INFORMATION SYSTEMS, 2009, 49 (04) : 42 - 52
  • [48] Classification of China's Tourism E-commerce Websites and Model Analysis
    Fu Gang
    Shi Chun-li
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON PUBLIC ADMINISTRATION (9TH), VOL II, 2013, : 1052 - 1057
  • [49] The Research on Chinese Taxation Policies Based on E-commerce Model Classification
    Xiang, Yiming
    Ling, Yun
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON ELECTRONIC COMMERCE AND SECURITY, VOL I, 2009, : 431 - 434
  • [50] The Application of K-means Clustering Algorithm in the Evaluation of E-Commerce Websites
    Yu, Lulu
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (06) : 759 - 769
12345