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Fraud detection is a knowledge-intensive activity. The main AI techniques used for fraud detection include: . Data mining to classify, cluster, and segment the data and automatically find associations and rules in the data that may signify interesting patterns, including those related to fraud.
SAS 99 defines fraud as an intentional act that results in a material misstatement in financial statements. There are two types of fraud considered: misstatements arising from fraudulent financial reporting (e.g. falsification of accounting records) and misstatements arising from misappropriation of assets (e.g. theft of assets or fraudulent expenditures).
Insurance fraud includes a wide variety of schemes in which insureds attempt to defraud their own insurance carriers, but when the victim is a private individual, the con artist tricks the mark into damaging, for example, the con artist's car, or injuring the con artist, in a manner that the con artist can later exaggerate.
Several statutes, mostly codified in Title 18 of the United States Code, provide for federal prosecution of public corruption in the United States.Federal prosecutions of public corruption under the Hobbs Act (enacted 1934), the mail and wire fraud statutes (enacted 1872), including the honest services fraud provision, the Travel Act (enacted 1961), and the Racketeer Influenced and Corrupt ...
A fake automated teller slot used for "skimming". Credit card fraud is an inclusive term for fraud committed using a payment card, such as a credit card or debit card. [1] The purpose may be to obtain goods or services or to make payment to another account, which is controlled by a criminal.
The fraud triangle is a model for explaining the factors that cause someone to commit fraudulent behaviors in accounting. It consists of three components, which together, lead to fraudulent behavior:
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Authorised push payment fraud (APP fraud) is a form of fraud in which victims are manipulated into making real-time payments to fraudsters, typically by social engineering attacks involving impersonation.