Data Driven Security - Episode 1

Episode 1

In this episode, Bob & Jay invite Alex Pinto (@alexcpsec), Michael Roytman (@mroytman) & Russ Thomas (@mrmeritology) on to the show to discuss what makes up "security data science". They delve into the tools of the trade, posit on future of the intersection of security and data science and relate their own personal & professional experiences trying to introduce "data science" into infosec. Bob & Jay also talk about recent blog posts and do a mini-review of the recently published book "Data Smart".

Watch along "live" with the un-edited "director's" cut.

Topic/resources mentioned in this episode:

Russ Thomas

https://twitter.com/mrmeritology
- http://exploringpossibilityspace.blogspot.com/

Alex Pinto

https://twitter.com/alexcpsec

Michael Roytman

https://twitter.com/mroytman
- http://about.me/michaelroytman

MLSec Project

https://mlsecproject.org

KDD - Knowledge Discovery and Data Mining Conference

http://www.kdd.org/

The (in)famous KDD’99 dataset

http://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html

Alex's version of the Data Science Venn Diagram

http://l.rud.is/1af3MLS

Alex's xkcd shirt

http://store-xkcd-com.myshopify.com/collections/apparel/products/self-reference

Measuring vs Modeling

https://www.usenix.org/system/files/login/articles/14_geer-online_0.pdf

VCDB: Top 10 Actions by Industry

http://datadrivensecurity.info/blog/posts/2014/Jan/top10-threat-actions/

Wizard Pro

http://www.wizardmac.com/

Julia

http://julialang.org/

The Data Science Venn Diagram

http://drewconway.com/zia/2013/3/26/the-data-science-venn-diagram

Data Smart

http://www.amazon.com/Data-Smart-Science-Transform-Information/dp/111866146X

Risk I/O

https://www.risk.io/

Make sure to bookmark Data Driven Security blog and podcast and check out the upcoming book.