One of the original authors of the ESRM framework, now in it's tenth year,  and Caffeinated Risk's first guest returns to discuss how data science is changing security and risk management.  While alchemy may be a bit of a stretch, Ms. Loyear ongoing focus of including human behaviour in the risk equation is leading to the development of data science based detection capabilities that would have appeared magical even 5-10 years ago.

Rachelle Loyear is the Vice President of Integrated Security Solutions for Allied Universal and co-author of The Manager's Guide to Enterprise Security Risk Management.