How is Machine Learning and Data Science Transforming Cyber Security

Overview

Explore the intersection of machine learning, data science, and cybersecurity in this 11-minute Black Hat conference talk. Gain insights from Katie Paxton-Fear, an Application Security Engineer at Bugcrowd, as they discuss their data science background and share their vision for the future of these fields. Discover emerging trends in human-machine communication, surprising data discoveries, and the evolving role of humans in machine learning. Learn about the potential impact of these technologies on the cybersecurity landscape over the next five years.

Syllabus

Intro
Tell us a bit about your background?
Are machines starting to talk like people or is the reverse happening?
What surprises or discoveries emerged from your data?
What do you see five years out in regards to machine learning, data science, and security?
What is the role of humans in the growth of machine learning?