Fraud detection model & application for credit card acquiring business based on data mining technology

被引:0
|
作者
Liu, Tiebin [1 ]
Liu, Shiping [2 ]
机构
[1] Chinas Secur Regulatory Commiss, Being 100033, Peoples R China
[2] Chinese Acad Sci Univ, Financial Res Ctr, Beijing 100049, Peoples R China
关键词
data mining; credit card acquiring; anti-fraud;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Large quantities of fake card transactions bring about huge risks to commercial banks' credit acquiring business, this paper uses data mining technology to build credit card acquiring fraud analysis model based on mass credit card transaction data and merchant materials, and also developed merchant fraud risk management system. The application of this system effectively reduces the frequency of fraudulent credit card transactions, and helps to minimize losses from merchant's fraud.
引用
收藏
页码:963 / 967
页数:5
相关论文
共 50 条
  • [21] Improving the Data Quality for Credit Card Fraud Detection
    Jing, Rongrong
    Tian, Hu
    Li, Yidi
    Zhang, Xingwei
    Zheng, Xiaolong
    Zhang, Zhu
    Zeng, Daniel
    2020 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS (ISI), 2020, : 175 - 180
  • [22] Exploratory Data Analysis for Credit Card Fraud Detection
    Kirar, Jyoti Singh
    Kumar, Dhiraj
    Chatterjee, Diptirtha
    Patel, Prasoon Singh
    Yadav, Shailendra Nath
    2021 INTERNATIONAL CONFERENCE ON COMPUTATIONAL PERFORMANCE EVALUATION (COMPE-2021), 2021, : 157 - 161
  • [23] Research on Credit Card Fraud Detection Model Based on Distance Sum
    Yu, Wen-Fang
    Wang, Na
    FIRST IITA INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2009, : 353 - 356
  • [24] Federated learning model for credit card fraud detection with data balancing techniques
    Abdul Salam, Mustafa
    Fouad, Khaled M.
    Elbably, Doaa L.
    Elsayed, Salah M.
    NEURAL COMPUTING & APPLICATIONS, 2024, 36 (11): : 6231 - 6256
  • [25] CARDWATCH: A neural network based database mining system for credit card fraud detection
    Aleskerov, E
    Freisleben, B
    Rao, B
    PROCEEDINGS OF THE IEEE/IAFE 1997 COMPUTATIONAL INTELLIGENCE FOR FINANCIAL ENGINEERING (CIFER), 1997, : 220 - 226
  • [26] Federated learning model for credit card fraud detection with data balancing techniques
    Mustafa Abdul Salam
    Khaled M. Fouad
    Doaa L. Elbably
    Salah M. Elsayed
    Neural Computing and Applications, 2024, 36 : 6231 - 6256
  • [27] Credit Card Fraud Detection: Personalized or Aggregated Model
    Alowais, Mohammed Ibrahim
    Soon, Lay-Ki
    2012 THIRD FTRA INTERNATIONAL CONFERENCE ON MOBILE, UBIQUITOUS, AND INTELLIGENT COMPUTING (MUSIC), 2012, : 114 - 119
  • [28] FUZZGY: A Hybrid Model for Credit Card Fraud Detection
    HaratiNik, Mohammad Reza
    Akrami, Mahdi
    Khadivi, Shahram
    Shajari, Mahdi
    2012 SIXTH INTERNATIONAL SYMPOSIUM ON TELECOMMUNICATIONS (IST), 2012, : 1088 - 1093
  • [29] GMM-based Undersampling and Its Application for Credit Card Fraud Detection
    Zhang, Fengjun
    Liu, Guanjun
    Li, Zhenchuan
    Yan, Chungang
    Jiang, Changjun
    2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,
  • [30] Prevention of Credit Card Fraud Detection based on HSVM
    Mareeswari, V.
    Gunasekaran, G.
    2016 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2016,