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Bakul G.

@coolbakul

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bakul

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India (5:40 AM)

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Joined on February 23, 2012

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Freelancer PHP Developers India
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49852
Due to a rapid advancement in the electronic commerce technology, the use of credit cards has dramatically increased. As credit card becomes the most popular mode of payment for both online as well as regular purchase, cases of fraud associated with it are also rising. In this paper, we model the sequence of operations in credit card transaction processing using a Hidden Markov Model (HMM) and show how it can be used for the detection of frauds. An HMMis initially trained with the normal behavior of a cardholder. If an incoming credit card transaction is not accepted by the trained HMM with sufficiently high probability, it is considered to be fraudulent. At the same time, we try to ensure that genuine transactions are not rejected. We present detailed experimental results to show the effectiveness of our approach and compare it with other techniques available in the literature. Index Terms--Internet, online shopping, credit card, e-commerce security, fraud detection, Hi

credit card fraud detection system using jsp and oracle

49852
Due to a rapid advancement in the electronic commerce technology, the use of credit cards has dramatically increased. As credit card becomes the most popular mode of payment for both online as well as regular purchase, cases of fraud associated with it are also rising. In this paper, we model the sequence of operations in credit card transaction processing using a Hidden Markov Model (HMM) and show how it can be used for the detection of frauds. An HMMis initially trained with the normal behavior of a cardholder. If an incoming credit card transaction is not accepted by the trained HMM with sufficiently high probability, it is considered to be fraudulent. At the same time, we try to ensure that genuine transactions are not rejected. We present detailed experimental results to show the effectiveness of our approach and compare it with other techniques available in the literature. Index Terms--Internet, online shopping, credit card, e-commerce security, fraud detection, Hi

credit card fraud detection system using jsp and oracle

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Experience

Office Head

Feb, 2011 - Present

•

15 years, 1 month

ossmbss

Feb, 2011 - Present

•

15 years, 1 month

It is organization running various central and state government projects

Feb, 2011 - Present

•

15 years, 1 month

Education

Nagpur University

2007 - 2011

•

4 years

B.E (Computer Engineering)

2007 - 2011

•

4 years

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