Tackling Bias in Fraud Detection and Monitoring Models Using GenAI On (Demand Webinar)
Overview
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Tackling Bias in Fraud Detection and Monitoring Models Using GenAI (On-Demand Webinar)
Description
As techniques for effective fraud risk management continue to evolve, the potential for bias affecting fraud risk prevention and detection strategies increases. This on-demand session explores the various ways in which bias can introduce itself into your fraud detection and monitoring models and provide strategies for how to combat and reduce that bias proactively – including how to leverage generative artificial intelligence (AI) to combat bias.
Prerequisites
None
You Will Learn How To:
Apply Generative AI when evaluating existing fraud detection and monitoring models for bias.
Identify the ways bias can manifest in fraud detection and monitoring models.
Proactively detect bias in your fraud risk management program.
CPE Information
| CPE Credit: | 1.5 |
|---|---|
| NASBA Information: | Specialized Knowledge |
| Advanced Preparation: | None |
| Last Updated: | December 2023 |
| Delivery Method: | QAS SELF-STUDY |
Presenter
Revathi Subramanian - Speaker
Global Capability Lead for Fraud AI
Center for Advanced AI, Accenture
Revathi Subramanian is a data science executive with more than two decades of experience setting up world-class analytics and implementation teams to build and deliver high-end analytical solutions. She has built and launched financial industry-leading fraud and risk management solutions and holds multiple patents in data-driven risk management.
Subramanian is a thought leader and authored a book in 2014 on utilizing technology to combat fraud losses. She also conceptualized, built and implemented the SAS Fraud Management (aka Raptor) solution with sophisticated machine learning, AI, and neural network-based fraud detection and advanced analytic solutions, which is used by the biggest banks in the world. For her pioneering work, she was awarded the CEO Award of Excellence by the chief executive officer of SAS Institute in 2011.Subramanian received her Master of Science degree from Ohio State University.
Sophia Carlton - Speaker
Fraud Transformation Executive, Strategy & Consulting
Accenture
Sophia Carlton is a seasoned fraud risk management executive with extensive experience in fraud risk assessments, developing and implementing enterprise-level fraud strategies, and standing up fraud risk management programs in complex environments. She has nine years of experience in helping clients solve their toughest fraud challenges, with clients in both the public and private sectors that span complex federal agencies to Fortune 100 and 500 companies across multiple industries.
She is an award-winning and passionate thought leader, contributing as a lead author in the development of industry guidance used both in government and in the private sector, including the commercial Anti-Fraud Playbook published in partnership with the ACFE, and the government-wide Anti-Fraud Playbook published in partnership with the U.S. Department of the Treasury and Chief Financial Officers Council.
Carlton graduated from James Madison University with a Master of Science degree in accounting, and she is a Certified Fraud Examiner (CFE).
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CPE Credit
Please note: To be eligible for CPE credit, you must complete the final exam within one year of purchase date. You may only claim CPE credit for a course once.
ACFE Online Self-Study Courses
Features:
- 24/7 access to courses through your Internet browser
- Save time and quickly earn CPE credits with instant access, grading and printable certificate
- The flexibility to start or stop a course and pick-up right where you left off
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System Requirements:
- Internet access: High-speed connection recommended
- Speakers required for video sound
The Association of Certified Fraud Examiners, Inc. is registered with the National Association of State Boards of Accountancy (NASBA) as a sponsor of continuing professional education on the National Registry of CPE Sponsors. State boards of accountancy have final authority on the acceptance of individual courses for CPE credit. Complaints regarding registered sponsors may be submitted to the National Registry of CPE Sponsors through its website: www.nasbaregistry.org/.
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