A podcast on the journey from data to discovery in security with Bob Rudis & Jay Jacobs. Episode 22: The Death of [Security] Data Science
In this episode, Bob & Jay dissect the looming corpse of security data science with special guest Allison Miller.
- Data mining firewall logs : Principal Component Analysis
- Machine Learning Is Cybersecurity's Latest Pipe Dream
- Data-Driven Security: The Blog
- Data-Driven Security: The Book
In This Episode
Data Driven Security Podcast
Welcome to the Death of Security Data Science!
It's not dead, it's just pining for the fjords
Welcome Allison Miller!
So, is Security Data Science dead?
You shouldn't do data science in security
Have you seen math applied to data science in any meaningful way?
The application of data science in Allison's work
What set off this whole topic?
How does this compare with fraud?
Build vs buy
What about stats?
Moving beyond blogs and social media
Winter is coming
Catastrophic failures in ML