A Study on Credit Card Fraud Detection using Machine Learning

Abstract

Due to the high level of growth in each number of transactions done using credit card has led to high rise in fraudulent activities. Fraud is one of the major issues related to credit card business, since each individual do more of offline or online purchase of product via internet there is need to developed a secured approach of detecting if the credit card been used is a fraudulent transaction or not. Pattern involves in the fraud detection has to be re analyze to change from reactive approach to a proactive approach. In this paper, our objectives are to detect at least 95 of fraudulent activities using machine learning to deployed anomaly detection system such as logistic regression, k nearest neighbor and support vector machine algorithm. Ajayi Kemi Patience | Dr. Lakshmi J. V. N "A Study on Credit Card Fraud Detection using Machine Learning" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-3 , April 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30688.pdf Paper Url :https://www.ijtsrd.com/computer-science/other/30688/a-study-on-credit-card-fraud-detection-using-machine-learning/ajayi-kemi-patience

Authors and Affiliations

Ajayi Kemi Patience | Dr. Lakshmi J. V. N

Keywords

Related Articles

A Study on Students Perception Regarding the Parameter Wise Competencies of Different Online Teaching Applications with Special Reference to West Bengal

The advent of online medium in field of commercial transaction was a successful one but such online medium also proved to be the ultimate remedy in other sectors in the new normal era. The emergence of a deadly virus tha...

Bacteriological Profile of Skin Moisturizing Lotions during use and its Potential Hazards

Skin moisturizing lotions serve as the essential needs of modern lifestyle. Moreover its composition serves as luxurious source for the growth of varied micro-organisms as it contain special additives like plant extracts...

Phishing URL Detection

Phishing is a method of trying to gather personal information using deceptive emails and website it is a classic example for cybercrime. For example we may receive an email from our bank or trusted company and its asks y...

Seismic and Wind Analysis of Reinforced Concrete Multistory Building under Different Zone’s

The plan is explored for the gravity loads and also for the equivalent loads for example wind load in zone ii Bhopal , zone iii Nagpur , zone iv Delhi , zone v Calcutta , zone vi Darbhanga .The structure is made on the t...

Thyroid Cancer Detection for Myanmar Review and Recommendation

Thyroid cancer is common cancer nowadays in most of the people irrespective of country, gender and regions, and so as in Myanmar. This paper brings significant work on thyroid cancer detection using image processing and...

Download PDF file
  • EP ID EP686240
  • DOI -
  • Views 154
  • Downloads 0

How To Cite

Ajayi Kemi Patience (2020). A Study on Credit Card Fraud Detection using Machine Learning. International Journal of Trend in Scientific Research and Development, 4(3), -. https://europub.co.uk/articles/-A-686240