Fraud Analytics. Strategies and Methods for Detection and Prevention

Unique insights into the nature of fraud and how to expose it It's not enough to wait for a tip to expose corporate fraud. Fraud 101, Second Edition provides step-by-step guidance on how to perform detection procedures for every major type of fraud. Its new and detailed case studies reveal how easy it can be for a perpetrator to commit a fraud and how difficult it can be to prosecute. This new edition also offers expanded coverage of financial statement fraud, fraud-specific internal control, and Sarbanes-Oxley.

Practical examples, sample reports, best practices and recommendations to help you deter, detect, and prevent financial statement fraud Financial statement fraud (FSF) continues to be a major challenge for organizations worldwide. Financial Statement Fraud: Prevention and Detection, Second Edition is a superior reference providing you with an up-to-date understanding of financial statement fraud, including its deterrence, prevention, and early detection. You will find A clear description of roles and responsibilities of all those involved in corporate governance and the financial reporting process to improve the quality, reliability and transparency of financial information. Sample reports, examples, and documents that promote a real-world understanding of incentives, opportunities, and rationalizations Emerging corporate governance reforms in the post-SOX era, including provisions of the SOX Act, global regulations and best practices, ethical considerations, and corporate governance principles Practical examples and real-world «how did this happen» discussions that provide valuable insight for corporate directors and executives, auditors, managers, supervisory personnel and other professionals saddled with anti-fraud responsibilities Expert advice from the author of Corporate Governance and Ethics and coauthor of the forthcoming Wiley textbook, White Collar Crime, Fraud Examination and Financial Forensics Financial Statement Fraud, Second Edition contains recommendations from the SEC Advisory Committee to reduce the complexity of the financial reporting process and improving the quality of financial reports.

The first complete, expert guide to securities and investment fraud Filled with expert guidance for detection and prevention of all kinds of securities fraud and investment misconduct, Securities Fraud helps you identify red flags of fraud and offers practical ways to detect and prevent it. Written by a Wall Street professional with three decades of experience spanning the most critical period of our financial markets This book challenges classic fraud theories, describing how to dismantle information silos that permit fraudsters to conceal their activities. Begins with an overview of the evolution of securities regulation and the impact of securities fraud Offers real cases and examples which illustrate recurring themes and red flags Provides the first guide of its kind to offer a complete look at the various kinds of securities fraud and investment misconduct Securities Fraud is the essential guide you need for a bird's-eye view of fraud that may be taking place even now within your own organization and with your portfolio.

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.

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.

An invaluable tool equipping healthcare professionals, auditors, and investigators to detect every kind of healthcare fraud According to private and public estimates, billions of dollars are lost per hour to healthcare waste, fraud, and abuse. A must-have reference for auditors, fraud investigators, and healthcare managers, Healthcare Fraud, Second Edition 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. Includes new chapters on primary healthcare, secondary healthcare, information/data management and privacy, damages/risk management, and transparency Offers comprehensive guidance on auditing and fraud detection for healthcare providers and company healthcare plans Examines the necessary background that internal auditors should have when auditing healthcare activities Managing the risks in healthcare fraud requires an understanding of how the healthcare system works and where the key risk areas are. With health records now all being converted to electronic form, the key risk areas and audit process are changing. Read Healthcare Fraud, Second Edition and get the valuable guidance you need to help combat this critical problem.

The essential companion to Corporate Fraud and Internal Control, complete with review exercises for key concepts Used together with Corporate Fraud and Internal Control: A Framework for Prevention, this Workbook tests readers' knowledge of the subject with a focus on the appropriateness of the design of the system of internal controls in fraud risk mitigation, as well as the mechanisms to ensure effective implementation and monitoring on an ongoing basis. This Workbook includes step-by-step exercises and tests to help the reader master the techniques in fraud prevention and detection. Companion to Corporate Fraud and Internal Control: A Framework for Prevention Includes step-by-step exercise and tests Provides discussion-based case studies Features the necessary tools that companies need to combat fraud Written by a fraud prevention leader, Corporate Fraud and Internal Control Workbook features a fill in the blanks structure, followed by a short answer section, and ending with a discussion based series of case studies covering the following topics.

Get practical insights on the psychology of white-collar criminals—and how to outsmart them Understand how the psychologies of fraudsters and their victims interact as well as what makes auditors/investigators/regulators let down their guard. Learn about the psychology of fraud victims, including boards of directors and senior management, and what makes them want to believe fraudsters, and therefore making them particularly vulnerable to deception. Just as IT experts gave us computer forensics, we now have a uniquely qualified team immersed in psychology, sociology, psychiatry as well as accounting and auditing, introducing the emerging field of behavioral forensics to address the phenomenon of fraud. Ever wonder what makes a white-collar criminal tick? Why does she or he do what they do? For the first time ever, see the mind of the fraudster laid bare, including their sometimes twisted rationalizations; think like a crook to catch a crook! The A.B.C.'s of Behavioral Forensics takes you there, with expert advice from a diverse but highly specialized authoring team of professionals (three out of the four are Certified Fraud Examiners): a former accounting firm partner who has a PhD in psychology, a former FBI special agent who has been with investigative practices of two of the Big Four firms, an industrial psychiatrist who has worked closely with the C-level suite of large and small companies, and an accounting professor who has interviewed numerous convicted felons. Along with a fascinating exploration of what makes people fall for the common and not-so-common swindles, the book provides a sweeping characterization of the ecology of fraud using The A.B.C.'s of Behavioral Forensics paradigm: the bad Apple (rogue executive), the bad Bushel (groups that collude and behave like gangs), and the bad Crop (representing organization-wide or even societally-sanctioned cultures that are toxic and corrosive). The book will make you take a longer look when hiring new employees and offers a deeper more complex understanding of what happens in organizations and in their people. The A.B.C. model will also help those inside and outside organizations inoculate against fraud and make you reflect on instilling the core values of your organization among your people and create a culture of excellence and integrity that acts as a prophylactic against fraud. Ultimately, you will discover that, used wisely, behavioral methods trump solely economic incentives. With business fraud on the rise globally, The A.B.C.'s of Behavioral Forensics is the must-have book for investigators, auditors, the C-suite and risk management professionals, the boards of directors, regulators, and HR professionals. Examines the psychology of fraud in a practical way, relating it to aspects of fraud prevention, deterrence, detection, and remediation Helps you understand that trust violation—the essence of fraud—is a betrayal of behavioral assumptions about «trusted» people Explains how good people go bad and how otherwise honest people cross the line Underscores the importance of creating a culture of excellence and integrity that inoculates an organization from fraud risk (i.e., honest behavior pays, while dishonesty is frowned upon) Provides key takeaways on what to look for when hiring new employees and in your current employees, as well as creating and maintaining a culture of control consciousness Includes narrative accounts of interviews with convicted white-collar criminals, as well as interpretive insights and analysis of their rationalizations Furnishes ideas about how to enhance professional skepticism, how to resist fraudsters, how to see through their schemes, how to infuse internal controls with the people/behavioral element, and make them more effective in addressing behav

Essential guidance for preventing fraud in the card-not-present (CNP) space This book focuses on the prevention of fraud for the card-not-present transaction. The payment process, fraud schemes, and fraud techniques will all focus on these types of transactions ahead. Reveals the top 45 fraud prevention techniques Uniquely focuses on eCommerce fraud essentials Provides the basic concepts around CNP payments and the ways fraud is perpetrated If you do business online, you know fraud is a part of doing business. Essentials of On-line Payment Security and Fraud Prevention equips you to prevent fraud in the CNP space.

A how-to guide for the discovery and prevention of the illegal transfer of money Written for the private sector—where most money laundering takes place—this book clearly explains shows business professionals how to deter, detect, and resolve financial fraud cases internally. It expertly provides an understanding of the mechanisms, tools to detect issues, and action lists to recover hidden funds. Provides action-oriented material that will show how to deter, detect, and resolve financial fraud cases Offers an understanding of the mechanisms, tools to detect issues, and action list to recover hidden funds Covers mechanisms for moving money, identifying risk exposures, and investigating money movement Arming auditors, investigators, and compliance personnel with the guidance that, up until now, has been restricted to criminal investigators, Money Laundering Prevention provides nuts-and-bolts information needed to fully understand the money laundering process.