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Knowledge, Skills, and Abilities. The most important knowledge the fraud analyst or specialist needs to have is an understanding of regulatory requirements related to fraud detection/investigation, including Suspicious Activity Reports, USA PATRIOT Act, and FACTA (Fair and Accurate Credit Transactions Act).
Fraud is an adaptive crime, so it needs special methods of intelligent data analysis to detect and prevent it. These methods exist in the areas of Knowledge Discovery in Databases (KDD), Data Mining, Machine Learning and Statistics. They offer applicable and successful solutions in different areas of fraud crimes.