Whitepapers

A Guide to Machine Learning: Supervised or unsupervised

Fear not, machine learning is hereā€”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.

  • How machines learn and what’s the difference
  • Unkown threats! Detecting previously undiscovered or zero-day malware
  • Determining accuracy and how it is affected by the learning approach and the role a good “teacher” plays

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