SardineCon SF/2026

Learn More
Fraudology

Fraudster mindset: Lessons from the “school of fraud”

Guest: Alexander Hall

If you work in fraud prevention long enough, you start hearing a phrase over and over again.

You have to think like a fraudster.

That idea shows up in a lot of fraud teams. Investigators say it. Risk analysts say it. It is the idea that the only way to anticipate criminal behavior is to understand how criminals actually think.

But in this episode, I get to talk with someone who does not just study that mindset.

He lived it.

My guest today is Alexander Hall, owner and principal at Dispute Defense. Alexander now works with online companies to identify fraud patterns and prevent abuse anywhere there is what he calls a transfer of value.

But before that, he spent time on the other side of the equation.

Yeah.

Alexander openly talks about his past involvement in fraud and how that experience shaped the way he understands fraud behavior patterns today. He also explains why focusing only on stolen payment methods can cause companies to miss a much bigger part of the fraud ecosystem.

Because fraud is rarely just about a card number.

It is about opportunity. It is about incentives. And most importantly, it is about where value moves from one place to another.

Here is what that fraudster mindset means in practice:

  • Fraud often targets any point where value moves between people or systems
  • Criminals constantly adapt tactics based on how companies build controls
  • Understanding fraud behavior patterns helps teams anticipate new scams
  • Fraud prevention strategy improves when teams study how attackers think

What you’ll hear in this episode:

  • How the “school of fraud” framework explains different levels of criminal activity
  • Why fraud as transfer of value expands how teams think about risk
  • What former fraudster insights reveal about online fraud methods
  • How criminals learn fraud tactics and scams within organized communities
  • Why thinking like a fraudster strengthens proactive fraud prevention

You should listen to this episode if you:

  • Work in fraud prevention, ecommerce risk, or investigations
  • Want deeper insight into fraud behavior patterns and attacker thinking
  • Care about fraud risk education and fraud training for teams
  • Build digital fraud strategy or fraud prevention programs
  • Want practical anti-fraud intelligence from someone who has seen both sides

If you liked this episode, be sure to subscribe and review the podcast on iTunes, Spotify, YouTube, or wherever you listen to podcasts. It really helps with getting the word out.

Episode notes & key takeaways

Why thinking like a fraudster changes how fraud teams investigate

Let’s break this down.

One of the biggest lessons from this conversation is that fraud investigations change when you start looking at problems from the attacker’s perspective.

Most fraud programs focus heavily on specific signals. Stolen cards. Suspicious transactions. Account activity that looks unusual. Those signals matter.

But they only tell part of the story.

When someone adopts a fraudster mindset, they start asking a different set of questions. Where does value move? What controls are weak? What incentives exist for someone to exploit the system?

Right.

That shift in thinking helps investigators see patterns that might otherwise go unnoticed.

  • Thinking like a fraudster reveals weaknesses in business processes
  • Fraud prevention strategy improves when teams understand attacker incentives
  • Fraud behavior patterns often repeat across different industries
  • Online fraud methods evolve quickly when controls are predictable

How the “school of fraud” explains criminal learning paths

Here’s something interesting Alexander talks about.

Fraud often follows a learning path.

He describes this idea as the “school of fraud,” where criminals move through different levels of experience and sophistication over time. Some start with small scams or opportunistic activity. Others become specialists who understand complex fraud tactics and scams.

And the more someone participates in these communities, the more they learn.

That is one of the reasons organized fraud groups become so effective. Knowledge spreads quickly. New tactics get tested and shared. And successful methods are repeated until companies catch on.

  • The school of fraud concept explains how criminals learn and evolve
  • Fraud tactics and scams often spread through shared communities
  • Organized fraud groups accelerate learning across the ecosystem
  • Fraud risk education helps investigators recognize these patterns earlier

Why fraud is really about transfer of value

One of the most important ideas in this episode is Alexander’s concept of fraud as a transfer of value.

In simple terms, fraud occurs whenever someone finds a way to move value from one place to another without authorization. That value might be money, products, digital access, services, or reputation.

And when you look at fraud through that lens, the scope of risk becomes much broader.

Suddenly you are not just looking for stolen cards or account takeovers. You are looking for any situation where someone could manipulate systems to move value in their favor.

That perspective can dramatically change how companies approach ecommerce fraud prevention.

  • Fraud as transfer of value expands how teams identify risk points
  • Ecommerce fraud prevention improves when teams analyze value movement
  • Digital fraud strategy should focus on where value concentrates
  • Fraud behavior patterns often emerge around high value transactions

Why former fraudster insights help fraud prevention

There is something uniquely valuable about hearing from someone who has actually participated in fraud.

Not because it glorifies the behavior. But because it reveals how criminals evaluate risk, opportunity, and reward.

Former fraudster insights often highlight blind spots that companies do not realize exist. Things that look obvious from the outside can appear very different from inside criminal communities.

And those perspectives can help fraud teams build stronger controls.

At the end of the day, fraud prevention is about understanding both sides of the problem. How companies build systems and how criminals look for ways around them.

And the better we understand that dynamic, the better we get at stopping fraud before it happens.

Host
A smiling woman with short brown hair and glasses, wearing a black and white striped blazer.
Karisse Hendrick
Ecommerce Fraud Prevention Consultant