International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 170 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Survey Paper | Computer Science & Engineering | India | Volume 6 Issue 5, May 2017


Big Data Analytics Techniques for Credit Card Fraud Detection: A Review

M. Sathyapriya | Dr. V. Thiagarasu


Abstract: Due to rapid advancement in internet technology, the use of credit cards has dramatically increased and it leads to increase in number of credit card frauds. The enormous collection of data due to human dependence on computers and automated system is not only helpful for researchers but equally valuable to investigators who intend to carry out forensic analysis of data associated with the variety of criminal cases. The conventional methodologies of performing forensic analysis have changed with the emergence of big data because forensic with big data requires more sophisticated tools along with the deployment of efficient frameworks. This paper presents a survey of techniques used in credit card fraud detection and this work provides a comprehensive review of forensic techniques to detect credit card frauds. Based on analysing the factors such as processing speed, latency, fault tolerance, performance and scalability, an evaluation is made about the techniques and proposed that Apache Spark is performing better for implementation of credit card fraud detection system when compared to other techniques.


Keywords: Cyber crime, Big Data Analytics, Fraud detection, Apache Hadoop, MapReduce, Apache Spark and Apache Flink


Edition: Volume 6 Issue 5, May 2017,


Pages: 206 - 211


How to Download this Article?

You Need to Register Your Email Address Before You Can Download the Article PDF


How to Cite this Article?

M. Sathyapriya, Dr. V. Thiagarasu, "Big Data Analytics Techniques for Credit Card Fraud Detection: A Review", International Journal of Science and Research (IJSR), Volume 6 Issue 5, May 2017, pp. 206-211, https://www.ijsr.net/get_abstract.php?paper_id=ART20173111

Similar Articles with Keyword 'Cyber crime'

Downloads: 2 | Weekly Hits: ⮙2 | Monthly Hits: ⮙2

Informative Article, Computer Science & Engineering, India, Volume 12 Issue 2, February 2023

Pages: 1106 - 1106

Cyber Warfare by Chinese hackers: The AIIMS Story

Dr. Yatu Rani [2] | Sarthak Jain [2]

Share this Article

Downloads: 121 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2280 - 2284

Significance of Finger Prints in Prevention of Cyber Crimes - An Approach

Bhavana Desai [3] | Sachidananda Joshi

Share this Article
Top