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<!doctype html>
<html lang="en" data-bs-theme="dark">
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<meta name="viewport" content="width=device-width, initial-scale=1">
<title>The Based Writer ✏ </title>
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<nav class="navbar navbar-expand-lg bg-body-tertiary navbar bg-primary" data-bs-theme="dark">
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<br>
<h1 class="container text-center text-decoration-underline">
FASTER FRAUD DETECTION
</h1>
<div class="container my-4 ">
<div class="row featurette d-flex justify-content-center align-items-center">
<div class="col-md-7 order-md-2">
<h2 class="featurette-heading fw-normal lh-1">What is fruad? <span
class="text-body-secondary">How it came to be</span></h2>
<p class="lead">Online sales are booming as consumers switch between mobile devices, laptops, and
desktops to discover what they are looking for. The majority (75%) of people responding to the Aite
report revealed that more than half of their 2018 sales were through internet channels.</p>
</div>
<div class="col-md-5 order-md-1">
<img class="img-fluid " src="https://source.unsplash.com/500x300/?Security" alt="">
</div>
</div>
<div class="row featurette d-flex justify-content-center align-items-center">
<div class="col-md-7 ">
<h2 class="featurette-heading fw-normal lh-1">Do the Stats make it noticible <span
class="text-body-secondary">They are alarming</span></h2>
<p class="lead">Digital innovation is not the subject of negotiations with today's global retailers. One
needs to meet the growing market needs of a seamless omnichannel experience that drives customer
loyalty and success. Otherwise, there is a quality risk of lagging in competition and scammers also
want to take part in the action. Resolving these increasing issues without impacting the end-user is
a problem that many retailers continue to struggle with. A report from the Aite Group showed that
62% of U.S. sales saw an increase in false reductions over the last two years. It is fraud
prevention centered on the data that has been collected</p>
</div>
<div class="col-md-5">
<img class="img-fluid " src="https://source.unsplash.com/500x300/?hacker" alt="">
</div>
<p class="h1">What is fraud?</p>
<p class="lead">
According to the oxford dictionary, the definition of the word fraud is 'the crime of deceiving someone
to get food or money. A person who deceives other people by claiming something to be something they are
not and tricking them into doing something to their own need is a fraud.
<br>
1.Mail Fraud
<br>
2.Driver's License Fraud
<br>
3.Healthcare Fraud
<br>
4.Debit and Credit Card Fraud
<br>
5.Bank Account Takeover Fraud
<br>
6.Stolen Tax Refund Fraud
<br>
7.Voter's Fraud
<br>
8.Internet and Online Fraud
<br>
9.Elder Fraud
<br>
In today's modern and digitalized world, the amount of online and internet frauds have increased
manifold since the year 2016 according to the statistical data in which identity thefts are the most
common ones and the reports increase day by day even though many software have been developed and fraud
crime detecting systems and warning and precautioning people to be alert and not to fall off anything
too good to be true which might lead to their loss resulting into getting a prey of the fraudulent
activities and fraudsters
</pre>
</div>
<div class="row featurette d-flex justify-content-center align-items-center">
<div class="col-md-7 order-md-2">
<h2 class="featurette-heading fw-normal lh-1">Internet and online fraud <span
class="text-body-secondary">An everyday issue</span></h2>
<p class="lead">
According to the federal bureau of investigation, Internet and online fraud is the use of Internet
services or software with Internet access to defraud victims or to otherwise take advantage of them.
Internet crime plans continue to afflict the Internet through various methods, stealing millions of
dollars from victims each year.Several high-profile methods include the following:
</p>
</div>
<div class="col-md-5 order-md-1">
<img class="img-fluid " src="https://source.unsplash.com/500x300/?CyberSecurity" alt="">
</div>
</div>
<p class="lead">
✴Business E-Mail Compromise (BECA sophisticated scam aimed at companies that regularly perform business or
bank transfer payments in collaboration with overseas suppliers Fraud is carried out through social
engineering, computer intrusion technology, in a way that damages legitimate business email accounts and
executes unauthorized funds.
<br>
✴Ransomware form of malware that targets human and technical vulnerabilities in individual organizations and
networks to prevent the availability of critical data and/or systems. The ransomware is often delivered to
end-users via spear-phishing emails, resulting in rapid encryption of sensitive files. When the victim
organization determines that they can no longer access their data, the cybercriminal demands payment of a
ransom, usually in virtual currency such as bitcoin, whereupon the actor allegedly offers the victim a way
to regain access to your data.
<br>
✴E-Mail Account Compromise (EAC): Like BEC, this scam targets the general public and professionals related
to financial and credit institutions, real estate companies, and law firms. EAC criminals use infected
emails to request payment from fraudulent locations.
<br>
✴Data breach or leak or spill of records that is launched from a stable place to an untrusted environment.
Data breaches can arise on the private and company ranges and contain sensitive, protected, or personal
facts this is copied, transmitted, viewed, stolen, or utilized by a character unauthorized to do so.
<br>
✴Malware/Scareware: Malicious software that is intended to damage or disable computers and computer
systemsOccasionally coercion manupilation tactics are used by perpetrators to expropriate funding from
victims.
<br>
✴ Phishing/Spoofing: Both terms alter solid or faked electronic documents. Spoofing typically refers to the
dissemination of e-mail that is forged to look as if it had been sent by somebody except the particular
source. Phishing, additionally said as vishing, smishing, or pharming, is usually utilized in conjunction
with a spoofed e-mail. it's the act of causing an e-mail incorrectly claiming to be a longtime legitimate
business in a trial to deceive the unsuspecting recipient into divulging personal, sensitive data admire
passwords, MasterCard numbers, and checking account information when directive the user to go to a such that
website. The website, however, isn't real and was created solely as a trial to steal the user's data.
<br>
✴Denial of Service: An interruption of an authorized user's access to any system or network, typically one
caused with malicious intent.
FRAUD detection software:
<br>
At the end, when it lands to a fight against internet and online frauds and its prevention and detection,
the preeminent factor that comes in the spotlight is the speed of the software being used. One ordinarily
has the opportunity for approximately one second or less to anticipate and prevent a fraudulent transaction.
though fraud prevention and detection systems usually bolster using analytics to identify unusual patterns
homogeneous with loan,credit card fraud or money laundering yet due to numerous channels and millions of
transactions everyday,a fast fraud detection software solution is required to result in the transactions.
When only 0.3% of these one-second windows are lost, large financial institutions may suffer losses of US$10
million or more aanually.
I also read about the Amazon Fraud detection system which also I am quite reputed in the Fraud detection
system as Amazon itself has approximately 1.6 million packages a day. That works out to more than 66
thousand orders per hour, and 18.5 orders per second and so it is very intelligible that fraudulent
activities might occur regularly and to detect those are quite admirable.
<br>
Amazon Fraud Detector is a fully managed service that makes it easy to identify potentially illegal online
activity, including online payment fraud and fake account creation. Amazon Fraud Detector uses machine
learning (ML) and 20 years of fraud detection expertise from AWS and Amazon.com to automatically identify
potential fraud in milliseconds. No upfront payments and no long-term effort, no infrastructure managed by
Amazon FraudDetector. You pay only for your actual use.
<br>
Some software which are recently been in the spotlight is as follows
Coupled with the extremely fast CEP engine, its real-time fraud detection, and prevention technology also
rely on memory data storage to process and analyze transactions faster, keeping a list of potentially
fraudulent behavior rules in memory, instead of requiring the system to query the database for each
transaction, their fraud detection, and prevention solutions enable one to correlate more data with customer
behavior in real-time, thereby reducing detection time and minimizing losses due to fraud.
This software is undoubtedly one of the recommendable software to use in the fight against fraudulent
activities.
References gathered by the following links:
<br>
o <a
href="https://www.ibm.com/in-en/security/fraud-protection?p1=Search&p4=43700065016972966&p5=p&gclid=CjwKCAjwruSHBhAtEiwA_qCppj5c-gjr5HlvHMvCPp_-rCblHKKOpZnMKxEbx5VsgZN6kGpL8PlVGBoCTIcQAvD_BwE&gclsrc=aw.ds" class="text-decoration-none">Fraud
prevention solutions</a>
<br>
o <a href="https://www.g2.com/categories/fraud-detection" class="text-decoration-none">Fraud-detection</a>
<br>
o <a
href="https://aws.amazon.com/blogs/machine-learning/catching-fraud-faster-by-building-a-proof-of-concept-in-amazon-fraud-detector/" class="text-decoration-none">amazon-fraud-detector</a>
<br>
</pre>
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