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Acoru Blog

Gain insights on AI-Armed Scams, Money Mules, & how to fight this pandemic.

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Fraud detection in banking Cover

7 min read

Fraud Detection in Banking: Everything You Need to Know

Banks analyze payments in real time, apply rules to identify suspicious activity, and intervene when a transaction appears fraudulent. But what if the transaction isn't where fraud actually begins?

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Types of payment fraud Cover

8 min read

Types of Payment Fraud: Why Is APP Fraud Hardest to Prevent

Instant transfers, real-time payments, and mobile-first banking have created more opportunities for fraudsters to exploit urgency, impersonation, and...

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Fraud transaction monitoring Cover

7 min read

Preventing Fraud Through Transaction Monitoring: Key Limitations

The same speed and convenience of digital and instant payments that benefit customers have also created new opportunities for fraudsters, which banks...

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6 min read

The Evolution of Romance Scams

Love is one of the most powerful forces in human psychology. The desire for connection, validation, and shared future plans can override rational...

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Payment Fraud Red Flags Cover

7 min read

Key Payment Fraud Red Flags for Banks & Fraud Teams: Explained

Payment fraud red flags are the warning signs and unusual patterns that help banks and financial institutions identify potentially fraudulent...

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Best practices for detecting app fraud in banking cover

10 min read

3 Best Practices for Detecting APP Fraud in Banking

Authorized push payment (APP) fraud is a type of scam in which criminals manipulate victims over days or even weeks before convincing them to...

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how-to-detect-mule-account-cover

9 min read

How to Detect Mule Accounts in 2026 [5 Best Strategies]

Money mule activity has reached a global scale. In a single coordinated operation, Europol’s European Money Mule Action (EMMA 9) identified 10,759...

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money-mule-red-flags-cover

7 min read

Most Common Money Mule Red Flags to Be Aware of in 2026

Money mule red flags are indicators that a customer may be using their account to move money linked to financial scams or other fraudulent activity.

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fraud-prevention-in-banking-industry-cover

8 min read

Fraud Prevention in the Banking Industry: A Complete Guide

In the banking industry, fraud often starts long before any payment is made, sometimes even weeks before any losses can be detected. For that reason,...

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Person looking at road ahead

3 min read

Reframing Fraud Prevention Around the Full Customer Journey

Most fraud prevention systems fire when the money moves. By then, the trajectory that led to the transfer had been building for weeks. The customer...

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Risky accounts flagged among many ordinary accounts, illustrating early detection of APP fraud

11 min read

APP fraud reimbursement: why scam refunds don't stop the fraud

The UK's authorised push payment (APP) reimbursement requirement took effect on October 7th, 2024, and there is now enough data to move past the...

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Acoru Fraud Signals podcast hosts

1 min read

Building AI Native Fraud Prevention for Financial Institutions

AI is reshaping the threat landscape and the tools used to fight back. For financial institutions, that raises a question worth sitting with: what...

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11 min read

AI voice cloning scams explained: how they work in 2026

Fraud tactics have always adapted to whatever communication channel carries the most authority, whether that is email, SMS, or a phone call. Now...

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Podcast speakers in the episode of US Fraud Signals: Section 230, Scam Liability and What it Means for US Banks

1 min read

Section 230, Scam Liability and What it Means for US Banks

Internet fraud losses in the US have grown from $1 billion to over $20 billion in a decade. Legislation is moving through Congress. A Massachusetts...

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Different roles money mules in the fraud infrastructure

9 min read

The different roles of money mules in fraud operations

Money mule activity is often treated as a single category of risk. An account is flagged as a mule, controls are applied, and the case moves forward....

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Past, Present and Future of Fraud Prevention

9 min read

Fraud prevention trends: lessons from two decades on the front line

Twenty years of fighting financial fraud leaves you with a particular kind of pattern recognition. That is where we started a recent conversation on...

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Man looking at a fraudulent investment scam on social media

4 min read

Social Media Platforms and Fraud: Why the EU Is Rethinking Liability

Social media has woven itself so tightly into everyday life that it’s easy to forget how much power it now holds. It’s where people maintain...

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Scam Prevention, Bank Collaboration & Instant Payments in Mexico and Colombia

1 min read

Scam Prevention, Bank Collaboration & Instant Payments in Mexico and Colombia

Fraud prevention teams across Latin America are dealing with the same headaches, whether they're sitting in Mexico City or Bogotá.

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Female fraudster scamming money through instant payments system from man

9 min read

Pix, CoDi, and the evolution of instant payment fraud

Instant payment platforms like Pix in Brazil and CoDi in Mexico have transformed how money moves. What once took days now happens instantly. For...

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Uncovering Money Mule Networks

6 min read

Uncovering Money Mule Networks

Real-time payments have redefined how we move money; it’s now fast, frictionless, and always on. For people and businesses, modern money transfer...

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6 min read

Fraud in 2026: Key Trends Financial Institutions Must Track

If you lead or support fraud prevention, it’s important to understand the trends shaping fraud in 2026. Attackers are gaining affordable access to...

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