Most of today’s malware goes through automated modification, upgrade, and re-deployment so frequently and quickly that machine learning is a vital security solution component. Machine learning allows a system to learn from data and observation automatically. The most effective machine learning occurs when the learnings are gained via big data: the more information we feed our machines, the more accurately they identify trends and create models. This is true not only in security, but in every area that uses machine learning.
