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Forecasting Future Outbreaks: A Behavioral and Predictive Approach to Proactive Cyber Risk Management

TrendAI™ Research has found that user behaviors and machine usage patterns are key drivers of malware risk. This study’s analysis of over 10 million endpoints confirms that risk is highly context-dependent and offers insights into how organizations can pivot to improve their security posture.

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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.

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Forecasting Future Outbreaks: A Behavioral and Predictive Approach to Proactive Cyber Risk Management

TrendAI™ Research has found that user behaviors and machine usage patterns are key drivers of malware risk. This study’s analysis of over 10 million endpoints confirms that risk is highly context-dependent and offers insights into how organizations can pivot to improve their security posture.
Read More

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    Download our latest TrendLabs Security Roundups and Predictions reports
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    Fault Lines in the AI Ecosystem: TrendAI™ State of AI Security Report

    AI systems were ground zero for cyber risk in the second half of 2025: Critical flaws were on the rise and adversaries targeted every layer of the AI stack. As underlying weaknesses across the ecosystem continue to widen, organizations must adopt a vigilant, AI-first approach to defense.
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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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