A Money Laundering Risk Evaluation Method Based on Decision Tree

card fraud. In reference to money Laundering we will the complex process of how criminals

© The Authors JCSCR. (2012). A Comparative Study on the Performance. LACSC – Lebanese Association for Computational Sciences Registered under No. 957, 2011, Beirut, Lebanon, 1-12.

Norton (Ed.). (2006). Computing Fundamentals. [University of Phoenix Custom Edition e-Text]. New York, New York: McGraw-Hill. Retrieved January 21, 2011, from CIS105 - Computers-Inside and Out.

Money Laundering is the act of placing illegally acquired money in a legitimate business cash flow. This is done in order to be able to use that currency without law enforcement and the IRS questioning cash flow pertaining to a certain individual or corporation in question. This also considered a form of

Semester 2 Assessment November 2012 Department of Electrical and Electronic Engineering ELEN20005 FOUNDATIONS OF ELECTRICAL NETWORKS Time allowed: 180 minutes Reading time: 15 minutes This paper has 28 pages including the 3-page Formulae Sheet The test is printed single-sided.

When criminals reach this stage, it becomes arduous for investigators to distinguish if the funds are licit or not ( Grosse, 4 ). One of the most famous money laundering scandals in America was the Bank of New York money laundering scandal with Russia. In the summer of 1999, The Bank of New York found themselves in a predicament when they were found as suspects of an international money laundering scandal. The bank laundered billions of dollars to the Russian mafia and Russian politics. In august later that year, the New York Times published their calculations that the bank laundered nearly $14.2 billion dollars to $10 billion dollars that was laundered from Russia passed through the Bank of New York (Block, 3).

In order to successfully launder money three processes are needed: placement, layering, and integration. In the first state, placement, the illegal proceeding are disengaged from direct association with the crime or criminal. In the second stage, layering, the money is used in some legal financial transaction in order to “camouflage” the cash. In the third stage, integration, the apparently legal money is available to the money launder (Kelly, Maghan and Joseph). For better understanding, the fig 1 gives a real life example on how money laundering is done.

College of Information Systems & Technology IT/210 Version 5 Fundamentals of Programming With Algorithms and Logic

Money laundering is connected to drug trafficking because the individuals who are handling the drugs do not want to get caught, therefore attempt to move their funds into an actual business to seem legitimate (Abadinsky, 2014). Since the money drug traffickers generate through sales is technically illegal money, they turn to money laundering to protect the revenue (Abadinsky, 2014). “Money is laundered through currency exchange houses, stock brokerage houses, gold dealers, casinos, automobile dealerships, insurance companies, and trading companies” and much more (Abadinsky, 2014, p. 252). When money from drug trafficking is placed in

Purpose: The purpose of this paper is to give you an opportunity to apply and demonstrate your understanding of the tools and principles covered in the class to a project of your choice.

In this day and age, a corporation, family, or individual always has a potential risk of encountering fraud within their money supply. On average, fraud and abuse costs U.S. organizations more than $400 billion annually (Federal Bureau Investigation, 2010). Many may think that white collared crime is only money laundering or stealing, but that is only two out of the sum that countless culprits get away with. The term “white-collar crime,” originally coined in 1939 is synonymous with the full range of frauds committed by business and government professionals (Federal Bureau Investigation, 2010). These frauds include anything from bankruptcy fraud, money laundering, identity theft, corporate fraud to a wide number of threats all circling

‘Money laundering is the process by which criminals try to conceal the true origion and ownership of the proceeds of their criminal activity, allowing them to maintain control over the proceeds and, in the end, providing a legitimate cover for their sources of income’.

Money laundering has been defined as the process by which criminals attempt to conceal the illicit origin and ownership of the proceeds from their illegal activities. Criminals obtain the money from their illicit activities such as drug trafficking, fraud, etc. From that point forward, three stages are to happen in order for the crime of money laundering to be committed. The first stage is placement. Placement means the cash is deposited into banks. The second stage is layering meaning the funds are moved into other financial institutions to throw off any suspicions of its origins. The final stage is integration which simply means the money is used for legitimate assets such as purchasing a house or investing in stocks and other things of that nature.

Data mining can aid direct marketers by providing them with useful and accurate trends about

Submitted in partial fulfillment of the requirements for the degree of Bachelor of Engineering in Computer Engineering