A Critical review of Credit Card Fraud Detection Techniques

被引:0
|
作者
Al Smadi, Baker [1 ]
Min, Manki [2 ]
机构
[1] Louisiana Tech Univ, Cyberspace Engn Program, Ruston, LA 71270 USA
[2] Louisiana Tech Univ, Comp Sci Program, Ruston, LA 71270 USA
关键词
Fraud detection techniques; E-Commerce; Credit card fraud; Credit card; fraud detection;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Credit card fraud is one of the most important threats that affect people as well as companies across the world, particularly with the growing volume of financial transactions using credit cards every day. This puts the security of financial transactions at serious risk and calls for a fundamental solution. In this paper, we discuss various techniques of credit card fraud detection techniques that provide enhanced protection for credit card systems against a variety of frauds. We also compare these techniques in terms of accuracy, time, and cost, and outlined potential strengths and weaknesses to provide a guideline to choose the right technique.
引用
收藏
页码:732 / 736
页数:5
相关论文
共 50 条
  • [1] A Review of Credit Card Fraud Detection Using Machine Learning Techniques
    Boutaher, Nadia
    Elomri, Amina
    Abghour, Noreddine
    Moussaid, Khalid
    Rida, Mohamed
    [J]. PROCEEDINGS OF 2020 5TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND ARTIFICIAL INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS (CLOUDTECH'20), 2020, : 163 - 167
  • [2] Credit Card Fraud Detection Using Anomaly Techniques
    Sharmila, V. Ceronmani
    Kumar, Kiran R.
    Sundaram, R.
    Samyuktha, D.
    Harish, R.
    [J]. PROCEEDINGS OF 2019 1ST INTERNATIONAL CONFERENCE ON INNOVATIONS IN INFORMATION AND COMMUNICATION TECHNOLOGY (ICIICT 2019), 2019,
  • [3] Credit Card Fraud Detection
    Tiwari, Mohit
    Sharma, Vipul
    Bala, Devashish
    Devansh
    Kaushal, Dishant
    [J]. JOURNAL OF ALGEBRAIC STATISTICS, 2022, 13 (02) : 1778 - 1789
  • [4] Review On Fraud Detection Methods in Credit Card Transactions
    Modi, Krishna
    Dayma, Reshma
    [J]. PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL (I2C2), 2017,
  • [5] A Comparison of Data Sampling Techniques for Credit Card Fraud Detection
    Muaz, Abdulla
    Jayabalan, Manoj
    Thiruchelvam, Vinesh
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (06) : 477 - 485
  • [6] Review of Machine Learning Approach on Credit Card Fraud Detection
    Rejwan Bin Sulaiman
    Vitaly Schetinin
    Paul Sant
    [J]. Human-Centric Intelligent Systems, 2022, 2 (1-2): : 55 - 68
  • [7] Surrogate Techniques for Testing Fraud Detection Algorithms in Credit Card Operations
    Salazar, Addisson
    Safont, Gonzalo
    Vergara, Luis
    [J]. 2014 INTERNATIONAL CARNAHAN CONFERENCE ON SECURITY TECHNOLOGY (ICCST), 2014,
  • [8] Survey of Credit Card Anomaly and Fraud Detection Using Sampling Techniques
    Alamri, Maram
    Ykhlef, Mourad
    [J]. ELECTRONICS, 2022, 11 (23)
  • [9] Performance Evaluation of Class Balancing Techniques for Credit Card Fraud Detection
    Sisodia, Dilip Singh
    Reddy, Nerella Keerthana
    Bhandari, Shivangi
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON POWER, CONTROL, SIGNALS AND INSTRUMENTATION ENGINEERING (ICPCSI), 2017, : 2747 - 2752
  • [10] Credit Card Fraud Detection System
    Filippov, V.
    Mukhanov, L.
    Shchukin, B.
    [J]. PROCEEDINGS OF THE 2008 7TH IEEE INTERNATIONAL CONFERENCE ON CYBERNETIC INTELLIGENT SYSTEMS, 2008, : 79 - +