Fraud Data Analytics Methodology. The Fraud Scenario Approach to Uncovering Fraud in Core Business Systems

Essential guidance for creation of an effective fraud audit program in core business systems The Association of Certified Fraud Examiners has reported that U.S. businesses lose up to $4 billion annually due to fraud and abuse. Discover fraud within your business before yours becomes another business fraud statistic. The Fraud Audit provides a proven fraud methodology that allows auditors to discover fraud versus investigating it. Explains how to create a fraud audit program Shows auditors how to locate fraud through the use of data mining Focuses on a proven methodology that has actually detected fraudulent transactions Take a look inside for essential guidance for fraud discovery within specific corporate F&A functions, such as disbursement, procurement, payroll, revenue misstatement, inventory, journal entries, and management override.

Detect fraud faster—no matter how well hidden—with IDEA automation Fraud and Fraud Detection takes an advanced approach to fraud management, providing step-by-step guidance on automating detection and forensics using CaseWare's IDEA software. The book begins by reviewing the major types of fraud, then details the specific computerized tests that can detect them. Readers will learn to use complex data analysis techniques, including automation scripts, allowing easier and more sensitive detection of anomalies that require further review. The companion website provides access to a demo version of IDEA, along with sample scripts that allow readers to immediately test the procedures from the book. Business systems' electronic databases have grown tremendously with the rise of big data, and will continue to increase at significant rates. Fraudulent transactions are easily hidden in these enormous datasets, but Fraud and Fraud Detection helps readers gain the data analytics skills that can bring these anomalies to light. Step-by-step instruction and practical advice provide the specific abilities that will enhance the audit and investigation process. Readers will learn to: Understand the different areas of fraud and their specific detection methods Identify anomalies and risk areas using computerized techniques Develop a step-by-step plan for detecting fraud through data analytics Utilize IDEA software to automate detection and identification procedures The delineation of detection techniques for each type of fraud makes this book a must-have for students and new fraud prevention professionals, and the step-by-step guidance to automation and complex analytics will prove useful for even experienced examiners. With datasets growing exponentially, increasing both the speed and sensitivity of detection helps fraud professionals stay ahead of the game. Fraud and Fraud Detection is a guide to more efficient, more effective fraud identification.

Detect fraud earlier to mitigate loss and prevent cascading damage Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques is an authoritative guidebook for setting up a comprehensive fraud detection analytics solution. Early detection is a key factor in mitigating fraud damage, but it involves more specialized techniques than detecting fraud at the more advanced stages. This invaluable guide details both the theory and technical aspects of these techniques, and provides expert insight into streamlining implementation. Coverage includes data gathering, preprocessing, model building, and post-implementation, with comprehensive guidance on various learning techniques and the data types utilized by each. These techniques are effective for fraud detection across industry boundaries, including applications in insurance fraud, credit card fraud, anti-money laundering, healthcare fraud, telecommunications fraud, click fraud, tax evasion, and more, giving you a highly practical framework for fraud prevention. It is estimated that a typical organization loses about 5% of its revenue to fraud every year. More effective fraud detection is possible, and this book describes the various analytical techniques your organization must implement to put a stop to the revenue leak. Examine fraud patterns in historical data Utilize labeled, unlabeled, and networked data Detect fraud before the damage cascades Reduce losses, increase recovery, and tighten security The longer fraud is allowed to go on, the more harm it causes. It expands exponentially, sending ripples of damage throughout the organization, and becomes more and more complex to track, stop, and reverse. Fraud prevention relies on early and effective fraud detection, enabled by the techniques discussed here. Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques helps you stop fraud in its tracks, and eliminate the opportunities for future occurrence.

Real-world help for companies combating fraud – from major management fraud to fraudulent financial reporting From the author’s more than thirty years of corporate auditing experience, Corporate Fraud features scores of useful case studies that illustrate the principles of numerous types of fraud and how to avoid them in your business. A must-have for all auditors, controllers, CFOs, and business managers, Corporate Fraud offers broad coverage of: The most common and damaging types of fraud in today’s business environment The many facets of fraud, including management fraud, corporate governance, and top-level forensics issues, as well as financial statement fraud and the interconnected nature of each Corruption: bribery, including contracting, subcontracting, and leasing; and outsourcing Misappropriation: vendor billings, skimming, and diverted receipts Fraud for the organization: money laundering, price fixing, and fraud in the international arena Order your copy today!

An entertaining introduction to a serious issue It's not a secret that corporate fraud and scandal are real threats to business today, from which no organization is immune. Fraud losses are devastating-but they are also highly avoidable. The third book in the A Manager's Journey series, Corporate Fraud follows Bill Reynolds first to New York City and then to Florida where, along with his colleague Jack, he sets up an anti-fraud policy within their company and investigates allegations made by a whistleblower in their Orlando office-until the whistleblower disappears. Unconventional in approach, yet extraordinarily useful, Corporate Fraud is sprinkled with practical examples and workable solutions that take you from zero understanding of organizational fraud to integration of corporate fraud risk management and sound internal controls into everyday work. Through Bill's latest journey, you'll discover how to manage the risk of fraud across all parts of your business and meet the requirements of Sarbanes-Oxley as well as public sector regulations. It's the definitive resource for managers, auditors, fraud examiners, CFOs, and workteams, with relevant information on preventing and detecting fraud within your organization.

Praise for Fraud Casebook Lessons from the Bad Side of Business «I have known Mr. Wells for over twenty years. In my opinion, no one in the world knows more about fraud than he does.» -W. Steve Albrecht, Associate Dean, Marriott School of ManagementBrigham Young University, Provo, Utah «This book covers the entire range of fraud that can be encountered in the workplace.» -Grant D. Ashley, Vice President for Corporate Security and SurveillanceHarrah's Entertainment Inc., Las Vegas, Nevada «I had the pleasure of serving with Mr. Wells when both of us were volunteers for the American Institute of Certified Public Accountants. He knows as much as anyone about how to detect and deter fraud.» -James G. Castellano, Chairman, RubinBrown LLP, St. Louis, Missouri «I have worked with Mr. Wells for ten years. His reputation is unsurpassed.» -John F. Morrow, Vice President, The New FinanceAmerican Institute of Certified Public Accountants, New York, New York «Fraud Casebook is a terrific work. I highly recommend it.» -Sherron S. Watkins, a Time magazine «Person of the Year,» Houston, Texas «No one has done more for fraud prevention and detection than Mr. Wells and the Association of Certified Fraud Examiners. Their guidance and training proved invaluable to my staff and me in uncovering the WorldCom fraud.» -Cynthia Cooper, a Time magazine «Person of the Year,» Clinton, Mississippi

Praise for Fraud in Accounts Payable «Fraud in Accounts Payable is an insightful book that takes an in-depth look at the three most frequently committed fraudulent cash disbursement schemes directly related to your accounts payable function. Mary provides colorful and poignant stories showing how easy it can be to steal from both within and outside an organization. But the real beauty of this book is that Mary illustrates ways you can immediately begin implementing effective and efficient controls to reduce the opportunities for fraud within your organization.» —Matthew D. Storlie, CFE, Fraud & Forensic Services Virchow, Krause & Company, LLP «Mary has delivered another book full of specific suggestions for improving accounts payable processes. Fraud in Accounts Payable is an easy-to-read guide that identifies real-world problems and offers practical solutions. Her books and articles have quickly become some of my core resources.» —Stephanie K. O'Cain, Chief Financial Officer Municipal Association of South Carolina «Fraud could never take place in my accounts payable department.» «My employees would never steal from me! I trust them too much . . .» Sound familiar? The definitive resource for every accounts payable department, Fraud in Accounts Payable affords you a bird's-eye view of what's really going on in your accounts payable department and how you can defend it against every potential type of fraud, including check fraud, payroll fraud, and T&E fraud. Written by Mary Schaeffer, America's most accomplished accounts payable expert, this thorough and highly readable guide is filled with authoritative tips, techniques, and advice on: Uncovering hidden pockets of weakness where your organization is vulnerable Getting rid of those bad practices that allow all sorts of frauds to flourish Setting up antifraud safeguards Reminding us to «never say never,» Fraud in Accounts Payable explains in plain English how to protect your accounts payable department so it becomes—and stays—financially healthy.

A professional guide to developing training for fraud risk and detection This book provides a simple but effective method of developing a fraud risk awareness strategy that focuses on training employees using a six-stage approach to this task that involves understanding the threat, appreciating respective responsibilities, embracing a sound moral compass, recognizing red flags, mastering suitable internal controls, and managing the risk of fraud. Using this step-by-step approach, all senior executives, managers, employees, and associates can develop an important new skill set that will help them understand and deal with the risk of fraud in the workplace.

According to private and public estimates, approximately $24 million is lost per hour to healthcare waste, fraud, and abuse. A must-have reference for auditors, fraud investigators, and healthcare managers, Healthcare Fraud: Auditing and Detection Guide provides tips and techniques to help you spot—and prevent—the «red flags» of fraudulent activity within your organization. Eminently readable, it is your “go-to” resource, equipping you with the necessary skills to look for and deal with potential fraudulent situations.

A straightforward guide explaining the nature of financial fraud Fraud continues to be one of the fastest growing and most costly crimes in the United States and around the world. The more an organization can learn about fraud in general and the potential fraud risks that threaten the financial stability of the organization's cash flow, the better that organization will be equipped to design and implement measures to prevent schemes from occurring in the first place. Fraud 101, Third Edition serves as an enlightening tool for you, whether you are a business owner or manager, an accountant, auditor or college student who needs to learn about the nature of fraud. In this invaluable guide, you will discover and better understand the inner workings of numerous financial schemes and internal controls to increase your awareness and possibly prevent fraud from destroying your organization's financial stability. It offers guidance, understanding, and new, real-world case studies on the major types of fraud, including An understanding of why fraud is committed An overview of financial fraud schemes White-collar crime Uncovering employee embezzlements Establishing internal fraud controls The nature of collecting evidence With case studies included throughout the book to gain insight to the real world of fraud, Fraud 101, Third Edition describes the features of fraud and then provides proven methods of prevention, as well as solutions to expose different types of fraud.