Research and Analysis

Using Machine Learning to Detect Malware Outbreaks With Limited Samples

Catching malware outbreaks early keeps users, communities, enterprises, and governments safe. But if malware samples are scarce, can machine learning help analyze, detect, and end an outbreak?

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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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Using Machine Learning to Detect Malware Outbreaks With Limited Samples

Catching malware outbreaks early keeps users, communities, enterprises, and governments safe. But if malware samples are scarce, can machine learning help analyze, detect, and end an outbreak?
Read more

    Threat Reports

    Download our latest TrendLabs Security Roundups and Predictions reports
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    Unseen Threats, Imminent Losses

    A review of the first half of 2018 shows a threat landscape that not only has constant and familiar features but also has morphing and uncharted facets: Ever-present threats steadily grew while emerging ones used stealth.
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      Download our latest TrendLabs Security Predictions

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      Trend Micro Security Predictions for 2019: Mapping the Future

      Our security predictions for 2019 are based on our experts’ analysis of the progress of current and emerging technologies, user behavior, and market trends, and their impact on the threat landscape.
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