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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