Research and Analysis

Estimating Future Risk Outbreaks at Scale in Real-World Deployments

Trend™ Research introduces a novel system that leverages AI and behavioral analytics to proactively estimate the risk of future malware outbreaks based on users’ behavior to help organizations strategically strengthen their defenses.

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Keeping abreast of today’s threat landscape is non-negotiable. Enterprises, service providers, and the Internet-at-large would benefit in knowing the latest in technology and threats so they can actively secure their data and systems against compromise. Skimming security news provides a high-level idea of what’s going on in the real world, but to build effective security strategies, organizations and individuals need to get a better look of what goes on beyond the surface.

Research

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Estimating Future Risk Outbreaks at Scale in Real-World Deployments

Trend™ Research introduces a novel system that leverages AI and behavioral analytics to proactively estimate the risk of future malware outbreaks based on users’ behavior to help organizations strategically strengthen their defenses.
Read more

    Threat Reports

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    Trend Micro State of AI Security Report 1H 2025

    Trend Micro’s State of AI Security report explores how AI’s rapid adoption is transforming both business efficiency and cybercrime methods, highlighting novel threats and strategic defenses to help organizations adapt in an increasingly AI-driven world.
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      Download our latest TrendLabs Security Predictions

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      The AI-fication of Cyberthreats: Trend Micro Security Predictions for 2026

      Drawing on insights from Trend Micro’s global researchers and security experts, this year’s edition of our annual security predictions report highlights the AI-driven shifts set to shape 2026 and beyond.
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