AI and Machine Learning
Artificial Intelligence – a bunch of IF statements
Science of computers imitating the brain
Machine learning
Subset of AI
Takes input, returns result, but also slightly adapts the decision process with every decision taken
Decision algorithm = “model”
Needs humans for training and validation
Deep learning
Subset of ML
Attempts to address the limitation of human intervention in ML
Tries to imitate the human thought process
Neural entowrk, built from simple to complex classes of knowledge
ML Uses in Cybersecurity
Data enrichment
Creation of signatures
SOAR – Security Orchestration, Automation, and Response
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