AI is Not Magic: Machine Learning for Network Security

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In this presentation was given at FloCon 2020 to introduce foundational data science concepts and prepare attendees to scope a new Artifical Intelligence and Machine Learning project.

PUBLISHER:
Software Engineering Institute

Abstract
AI has infused the network security landscape, fundamentally changing how network security is practiced. This course is intended to help managers and decision makers understand this new reality. We will cover a number of topics relevant to organizational leaders, including how AI provides value to the field of network security; differentiating between AI-enabled capability and traditional security tools; understanding fundamental AI limitations; how to effectively build, manage, and succeed with an integrated data science / network security team.

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Artificial Intelligence