Building ML Solutions that Everyone Understands: Beyond Decision Making to Understand User Behavior

Innovation

Data Science

Machine Learning

Adyen and GoFundMe

Oct 07, 2021

Presentations

As machine learning continues to develop as a fraud fighting tool, organizations are discovering the challenges of successful integration into their fraud prevention platforms. In this informative presentation you’ll hear experts from Adyen and GoFundMe discuss the benefits and drawbacks of the current blackbox Machine Learning solutions, as well newer frameworks like Pre-Auth Machine Learning decision making and the benefits of hybrid solutions.

Some content is hidden, to be able to see it login here Login

Tagged:

Blue-tinted background of a man watching a webinar

Host a Webinar with the MRC

Help the MRC community stay current on relevant fraud, payments, and law enforcement topics.

Submit a Request

Publish Your Document with the MRC

Feature your case studies, surveys, and whitepapers in the MRC Resource Center.

Submit Your Document

Related Resources

There are no related Events

May 30, 2023

Uncovering the Hidden Gems of Fraud Detection-Leveraging Behavioral Features In this double presentation, Agoda and Booking.com will share how they leverage behavioral features to detect fraud in the travel industry.

Mar 08, 2023

Creating In-House Manual Review Operations at Scale Manual Review remains a cornerstone of modern fraud prevention; offering enhanced precision in fraud screening, fairness in dispute management and labels for machine learning.

Mar 07, 2023

Fraud Networks: Our Answer to Detecting Fraudster Webs Booking.com explains plans to scale this technology in other fraud domains like marketing & rewards, account takeover etc. and exploring Network Representation Learning (a type of deep learning on graph data) to tackle them.

Mar 07, 2023

How Wish Conquered the World’s Markets While Navigating Cross-Border Fraud and Risk In this presentation, Signifyd senior vice president of operations and corporate development J. Bennett and Wish Director of Risk Operations Tara Mitchell dive into the considerations around deploying a machine learning solution and explore the steps Wish took to marry the strengths of humans and machines to reduce their exposure to fraud and increase order approval and conversion rates.

Aug 16, 2022

Who Will Pay by Bank? In their new survey report, Token presents a data-driven look at the human element that will fuel the future of open banking payments in the UK and Europe.

May 29, 2024

The Rise of AI: A Force for Ecommerce Good or Evil, presented by ClearSale In an era where ecommerce reigns supreme and technological advancements redefine the retail landscape, understanding the role of Artificial Intelligence (AI) is paramount. This webinar will navigate the intricate relationship between AI and ecommerce, exploring its potential as both a transformative force for retailers and a double-edged sword wielded by fraudsters.

Mar 20, 2024

Mastering the Fraud Ecosystem: Your Blueprint for Unbreakable Security In this webinar, we will delve into the intricate ecosystem of fraud, providing invaluable insights and practical solutions to keep your business safeguarded against fraudulent activities.

Sep 20, 2023

Fighting Fraud in the Age of AI and Automation

Sep 20, 2023

MRC Welcome and Keynote - Data Science Summit In today's digital landscape, fraud and payment security are critical concerns for businesses and consumers alike. As organizations strive to protect sensitive financial data and ensure seamless payment experiences, the role of data science has become indispensable.

Jul 02, 2024

Experian - The E-Commerce Fraud Enigma Aite-Novarica Group’s The E-Commerce Fraud Enigma: The Quest to Maximize Revenue While Minimizing Fraud Report found the average false decline rate is 1.16%. With over $960 billion in U.S. online sales in 2021, lost sales due to false declines total more than $11 billion, a substantial impact for merchants and their customers.

Jun 27, 2024

Building Trust in Digital Marketplaces - A beginner's guide Explosive growth for digital marketplaces means bad actors with malicious intent threaten their reputation, operation and foundation for long-term success. Explore fraud prevention strategies that are key to building trust with customers.

Nov 23, 2021

How to reduce SCA checkout friction in eCommerce Advanced Machine Learning is the answer to reducing SCA checkout friction. Read Nethone's guide to reduce your UX and checkout friction and maximise your revenue.

Nov 22, 2020

Payments in a Time of Social Distancing PPRO assesses how the payments landscape has changed in light of the novel coronavirus and what key challenges online merchants will likely face once the pandemic dissipates.

View All Resources