The Simility Blog

How Feature Engineering And Feature Selection Support Machine Learning-Powered Fraud Prevention

Machine learning (ML) is a critical application of artificial intelligence (AI) used by Simility, a PayPal service, to help beat the fraudsters. The powerful algorithms…

Farhan Mohammad
Farhan Mohammad Jul 08, 2020

Data-Driven Fraud Prevention Starts With a Data Lake

Data lakes can play a prime role in driving competitive advantages as part of machine learning-powered fraud decisioning. Data is the fuel that powers modern…

Sean Nierat
Sean Nierat May 21, 2020

Fraud Detection and Orchestration Hubs: How They Can Help Your Business

In the ongoing battle against rising fraud levels, organizations are increasingly turning to so-called “hubs.” These offerings consolidate multiple point solutions and internal customer data…

Sean Nierat
Sean Nierat Apr 15, 2020

How to Stop Account Takeover Attacks in Their Tracks

Twenty-first century consumers live much of their lives online. To do so, they open accounts with a variety of internet-based companies — everything from banks,…

James Nisbet
James Nisbet Feb 25, 2020

Overcoming The Challenge Of Bias And Discrimination In Machine Learning

After Phillip Alston, UN rapporteur on poverty and human rights, presented his report to the UN a few weeks ago, the machine learning (ML) community…

Jonathan Doering
Jonathan Doering Jan 30, 2020

As Online Fraud Professionalizes, It’s Time To Empower Risk Teams With Better Tools

Law enforcement works tirelessly around the world to combat the scourge of online fraud and is now warning of organized gangs increasingly gravitating to fraud.  Enterprises must…

Sharon Lucero
Sharon Lucero Jan 22, 2020

Why It’s Time To Recession-Proof Your Organization With Anti-fraud Tools

After one of the longest periods of US economic expansion on record, many experts are saying it’s time for a recession. That’s troubling in itself, in terms…

Kedar Samant
Kedar Samant Jan 15, 2020

Tackling The Problem Of False Declines To Drive Business Growth

Digital transformation is non-negotiable for today’s global retailers. They must meet growing market demands for seamless omnichannel experiences in order to drive customer loyalty and…

Chirag Vaya
Chirag Vaya Jan 08, 2020

What Fraud Will Look Like In 2020: Get Set For Another Crucial Year

Over the past 12 months we’ve seen online fraud continue to evolve. E-commerce merchants, financial institutions and other organizations are pushing ahead with efforts to…

Rahul Pangam
Rahul Pangam Dec 18, 2019

Online Fraud Is Getting Smarter: Firms Must Respond In Kind With Behavior-Based Tools

Digital transformation initiatives across the globe are generating billions of dollars, with the analytics segment alone expected to reach an estimated $74 billion this year.1…

Eric Newman
Eric Newman Dec 11, 2019