Security, ASAP! Toward an Actionable Situational Awareness Platform

Cyber threats today are more mature and sophisticated than ever. This has spurred trends in machine learning, statistical analysis and more. 451 Research has followed this trend over the last year and proposes this new concept to overcome the resulting “information overload” and “alert fatigue” by turning insight into action—freeing up precious human expertise so people can do what they do best.

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A Cybersecurity Guide to Machine Learning

It takes an average 200+ days to detect a cyber breach while network data is quietly siphoned. Fear not, machine learning is here—the hot new cyber defense. Unfortunately, it is often misunderstood and harder yet to determine its effectiveness. Read this white paper to understand the two ways machines learn and how to measure their success at detecting unknown malware.

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