Refine Your Risk Decisions: Using Decision Trees to Drive Performance

Download Experian’s 2026 Future of Fraud Forecast to explore five fraud trends expected to have the biggest impact on businesses and consumers in the coming year, including: 

• Agentic AI and machine-to-machine fraud 
• Deepfake-driven employment fraud 
• Smart home device exploitation 
• Website cloning and emotionally intelligent fraud bots

ITIN holders are active, responsible participants in the U.S. credit economy — yet many remain overlooked by traditional lending models.

Our white paper takes a closer look at this financially active and resilient population, revealing key insights into their credit performance and long-term growth potential.

Some findings include:

• Most ITIN holders are concentrated in states that represent a large share of the U.S. economy: California, Texas and New York.
• 76.9% of ITIN holders remained current on trades after 12 months, a rate 15% higher than SSN consumers.
• ITIN holders maintain a lower debt-to-income ratio (25%) than SSN consumers.

Read the full white paper for more insights.

Join Ashley Knight, Experian’s SVP of Product Management, and Haiyan Huang, Prosper’s Chief Credit Officer, to discover how:

• Alternative finance data is redefining how to verify and connect identities.
• Email and phone intelligence is unlocking new levels of precision in credit marketing.
• Open banking insights are becoming increasingly critical for financial inclusion and mitigating risk.

The scale of global cyberattacks continues to rise, and 2026 is poised to be the year of AI in cybersecurity.

In our 13th annual Data Breach Industry Forecast, we share our top predictions for the year ahead, including:

• The rise of synthetic identities built from stolen data
• AI overtaking human error as the top cause of breaches
• The growing risk of AI and quantum computing cyberattacks
• Emerging threats like mutating malware, brain hacking and a shrinking gender gap among hackers

Gain insight into the trends shaping the future of data security. Download the full forecast to prepare for what’s ahead.