O Fraud Lab
Fraud is evolving and becoming more sophisticated. The Entrust Fraud Lab is an in-house research team that stays ahead of evolving identity fraud, by training and testing identity verification solutions against real-world attack patterns.
The Fraud Lab creates deepfakes, 3D masks, synthetic identities, forged documents, and other fraud samples to strengthen AI-powered fraud detection, improve fraud analytics, and help organizations detect emerging threats before they impact customers or revenue.
Test against real-world fraud
Train AI with fraud intelligence
Stay ahead of emerging attacks
Fraud Lab Highlights:
Think Like Fraudsters to Stay Ahead
Entrust Fraud Lab studies real-world attack techniques and tests identity verification defenses against advanced fraud scenarios, helping organizations identify emerging risks before they affect customers, operations, or revenue.
Strengthen Fraud Detection with Real-World Intelligence
The Fraud Lab generates thousands of fraud samples, including deepfakes, 3D masks, synthetic identities, forged documents, and other attack examples, to strengthen AI-powered fraud detection models against evolving threats.
Validate Defenses Against Real-World Attacks
By replicating emerging fraud techniques and testing against conditions that reflect real-world threats, Entrust helps organizations strengthen fraud analytics, address vulnerabilities faster, and keep identity verification defenses effective.
Junte-se a eles para vencê-los
Fraud Lab stays at the cutting edge of identity fraud — creating deep fakes and 3D masks to replicate the most advanced attacks and strengthen our fraud analytics capabilities. It also generates thousands of fraud samples and synthetic identities to train our award-winning AI faster than possible using production data alone.
Benchmarking preciso
Fraud Lab allows us to continually test our solution with data that mirrors real-world conditions using rigorous fraud analysis to benchmark performance against live attack patterns.
Padrões de ataque emergentes
We can replicate emerging attack patterns as soon as we encounter something new to close vulnerabilities fast and feed new intelligence into our fraud analytics models.
Imaginando o futuro
Nossos especialistas pensam como fraudadores, imaginando quais padrões e ferramentas provavelmente encontraremos em seguida — mantendo nossos produtos à frente de novas tecnologias, como deep fakes.
Descubra as últimas novidades em inteligência global sobre fraudes.
Em 2025, a verificação de identidade passou a enfrentar ameaças crescentes de engenharia social e coerção. Com o aumento de deepfakes, falsificações de documentos e emulação de dispositivos, as organizações precisam fortalecer suas defesas em todos os pontos onde a identidade está em risco. Descubra as estratégias necessárias para proteger a identidade e permitir a prevenção de fraudes em tempo real em canais digitais.
Como o Fraud Lab nos mantém à frente?
Análise e benchmarking proativo
Nossos especialistas analisam cada caso de fraude para fechar as lacunas em nossas soluções e melhorar nosso desempenho de forma mais eficaz. O Fraud Lab nos ajuda a definir nosso roteiro e ficar um passo à frente das últimas fraudes.
Geração de dados
You can’t train AI without data — and in the world of fraud, data can be hard to come by. Our proprietary tools are able to create the thousands of fraud samples needed to replicate attacks, and create effective datasets that strengthen our machine learning models designed for fraud detection.
Soluções fornecidas pelo Fraud Lab
Verificação de documentos
Nossa premiada verificação de documentos oferece suporte a mais de 2.500 documentos em todo o mundo. Cada identificação, de cada país, em suas múltiplas iterações, tem vulnerabilidades únicas. O Fraud Lab nos permite testar tipos de documentos individuais e fazer engenharia reversa de novos vetores de ataque que estamos vendo no mundo real, para que possamos reagir rapidamente e treinar novamente os mais de 10.000 micromodelos de nossa IA para capturar técnicas emergentes.
Boas-vindas ao “Inside the Fraud Lab”
For those who protect a business from fraud, staying ahead of attacks can seem impossible. Come “Inside the Fraud Lab” to hear what the world’s top fraud experts are seeing in the field — so you can be proactive in your fight against fraud using insights grounded in real-world fraud analytics. We’ll talk to business, regulatory, and criminology experts — looking at how attack patterns are changing, what’s keeping them up at night, and best practices for an effective prevention strategy.
