2024 Workshop
1 pm - 5 pm, Wednesday, September 25
Data Science for Cybersecurity
About

Given the abundance of data produced in cyber protection from tools, logging, monitoring and similar, it is imperative to use data science and AI/ML techniques to gain meaningful insights from this data. This workshop will first deliver a presentation on core concepts of artificial intelligence, machine learning and data science, with a focus on applications to cybersecurity. Then attendees will be provided with a hands-on opportunity to build and train a machine learning model to address a cybersecurity challenge. Attendees will need to bring their own laptop, but the hands-on coding labs will be delivered via online notebooks.

This workshop will teach core concepts of artificial intelligence and machine learning with a focus on applications to cybersecurity, then provide attendees with a hands-on opportunity to build and train a machine learning model to address a cybersecurity challenge.

Learning Objectives:

  • At the end of this session participants will be able to understand core concepts of artificial intelligence and machine learning, and understand how they can be applied to cybersecurity
  • At the end of this session participants will be able to build visualizations for cybersecurity data using Python libraries and data science techniques
  • At the end of this session participants will be able to develop and train a machine learning model to address a cybersecurity challenge

* Please note: This is not included in the Main Conference registration and requires a separate registration.

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Speaking Opportunities

Tim Garon
Director, Event Content and Strategy

InfoSec World
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