5 Minute Guide to AI in Cyber Security

There is another way to categorize the machine learning models above, which is supervised learning (where machine learns from past data that humans have already labeled as good or bad, attack or false positive, fraud or normal data), unsupervised learning (where no past labeled data exist) or reinforcement learning (where machine learns from feedback from its longer-term results). Supervised learning will include classification, regression and deep learning. Unsupervised learning includes clustering, association rules and pattern matching. Diagram 2 will now become diagram 3 below.